Optimization of multi-stage hierarchical networks for practical routing applications

ABSTRACT

Significantly optimized multi-stage networks, useful in wide target applications, with VLSI layouts using only horizontal and vertical links to route large scale sub-integrated circuit blocks having inlet and outlet links, and laid out in an integrated circuit device in a two-dimensional grid arrangement of blocks are presented. The optimized multi-stage networks in each block employ several rings of stages of switches with inlet and outlet links of sub-integrated circuit blocks connecting to rings from either left-hand side only, or from right-hand side only, or from both left-hand side and right-hand side; and employ shuffle exchange links where outlet links of cross links from switches in a stage of a ring in one sub-integrated circuit block are connected to either inlet links of switches in the another stage of a ring in the same or another sub-integrated circuit block.

CROSS REFERENCE TO RELATED APPLICATIONS

This is a Continuation Application and claims priority of U.S. patentapplication Ser. No. 14/199,168 entitled “OPTIMIZATION OF MULTI-STAGEHIERARCHICAL NETWORKS FOR PRACTICAL ROUTING APPLICATIONS” by VenkatKonda assigned to the same assignee as the current application and filedMar. 6, 2014, which is incorporated by reference in its entirety. Thisapplication is related to and incorporates by reference in its entiretythe PCT Application Serial No. PCT/US12/53814 entitled “OPTIMIZATION OFMULTI-STAGE HIERARCHICAL NETWORKS FOR PRACTICAL ROUTING APPLICATIONS” byVenkat Konda assigned to the same assignee as the current application,filed Sep. 6, 2012 and the U.S. Provisional Patent Application Ser. No.61/531,615 entitled “OPTIMIZATION OF MULTI-STAGE HIERARCHICAL NETWORKSFOR PRACTICAL ROUTING APPLICATIONS” by Venkat Konda assigned to the sameassignee as the current application, filed Sep. 7, 2011.

This application is related to and incorporates by reference in itsentirety the U.S. Pat. No. 8,270,400 entitled “FULLY CONNECTEDGENERALIZED MULTI-STAGE NETWORKS” by Venkat Konda assigned to the sameassignee as the current application, issued Sep. 18, 2012, the PCTApplication Serial No. PCT/U08/56064 entitled “FULLY CONNECTEDGENERALIZED MULTI-STAGE NETWORKS” by Venkat Konda assigned to the sameassignee as the current application, filed Mar. 6, 2008, the U.S.Provisional Patent Application Ser. No. 60/905,526 entitled “LARGE SCALECROSSPOINT REDUCTION WITH NONBLOCKING UNICAST & MULTICAST IN ARBITRARILYLARGE MULTI-STAGE NETWORKS” by Venkat Konda assigned to the sameassignee as the current application, filed Mar. 6, 2007, and the U.S.Provisional Patent Application Ser. No. 60/940,383 entitled “FULLYCONNECTED GENERALIZED MULTI-STAGE NETWORKS” by Venkat Konda assigned tothe same assignee as the current application, filed May 25, 2007.

This application is related to and incorporates by reference in itsentirety the U.S. Pat. No. 8,170,040 entitled “FULLY CONNECTEDGENERALIZED BUTTERFLY FAT TREE NETWORKS” by Venkat Konda assigned to thesame assignee as the current application, issued May 1, 2012, the PCTApplication Serial No. PCT/U08/64603 entitled “FULLY CONNECTEDGENERALIZED BUTTERFLY FAT TREE NETWORKS” by Venkat Konda assigned to thesame assignee as the current application, filed May 22, 2008, the U.S.Provisional Patent Application Ser. No. 60/940,387 entitled “FULLYCONNECTED GENERALIZED BUTTERFLY FAT TREE NETWORKS” by Venkat Kondaassigned to the same assignee as the current application, filed May 25,2007, and the U.S. Provisional Patent Application Ser. No. 60/940,390entitled “FULLY CONNECTED GENERALIZED MULTI-LINK BUTTERFLY FAT TREENETWORKS” by Venkat Konda assigned to the same assignee as the currentapplication, filed May 25, 2007.

This application is related to and incorporates by reference in itsentirety the U.S. Pat. No. 8,363,649 entitled “FULLY CONNECTEDGENERALIZED MULTI-LINK MULTI-STAGE NETWORKS” by Venkat Konda assigned tothe same assignee as the current application, issued Jan. 29, 2013, thePCT Application Serial No. PCT/U08/64604 entitled “FULLY CONNECTEDGENERALIZED MULTI-LINK MULTI-STAGE NETWORKS” by Venkat Konda assigned tothe same assignee as the current application, filed May 22, 2008, theU.S. Provisional Patent Application Ser. No. 60/940,389 entitled “FULLYCONNECTED GENERALIZED REARRANGEABLY NONBLOCKING MULTI-LINK MULTI-STAGENETWORKS” by Venkat Konda assigned to the same assignee as the currentapplication, filed May 25, 2007, the U.S. Provisional Patent ApplicationSer. No. 60/940,391 entitled “FULLY CONNECTED GENERALIZED FOLDEDMULTI-STAGE NETWORKS” by Venkat Konda assigned to the same assignee asthe current application, filed May 25, 2007 and the U.S. ProvisionalPatent Application Ser. No. 60/940,392 entitled “FULLY CONNECTEDGENERALIZED STRICTLY NONBLOCKING MULTI-LINK MULTI-STAGE NETWORKS” byVenkat Konda assigned to the same assignee as the current application,filed May 25, 2007.

This application is related to and incorporates by reference in itsentirety the U.S. Pat. No. 8,269,523 entitled “VLSI LAYOUTS OF FULLYCONNECTED GENERALIZED NETWORKS” by Venkat Konda assigned to the sameassignee as the current application, issued Sep. 18, 2012, the PCTApplication Serial No. PCT/U08/64605 entitled “VLSI LAYOUTS OF FULLYCONNECTED GENERALIZED NETWORKS” by Venkat Konda assigned to the sameassignee as the current application, filed May 22, 2008, and the U.S.Provisional Patent Application Ser. No. 60/940,394 entitled “VLSILAYOUTS OF FULLY CONNECTED GENERALIZED NETWORKS” by Venkat Kondaassigned to the same assignee as the current application, filed May 25,2007.

This application is related to and incorporates by reference in itsentirety the U.S. Pat. No. 8,898,611 entitled “VLSI LAYOUTS OF FULLYCONNECTED GENERALIZED AND PYRAMID NETWORKS WITH LOCALITY EXPLOITATION”by Venkat Konda assigned to the same assignee as the currentapplication, issued Nov. 25, 2014, the PCT Application Serial No.PCT/US10/52984 entitled “VLSI LAYOUTS OF FULLY CONNECTED GENERALIZED ANDPYRAMID NETWORKS WITH LOCALITY EXPLOITATION” by Venkat Konda assigned tothe same assignee as the current application, filed Oct. 16, 2010, theU.S. Provisional Patent Application Ser. No. 61/252,603 entitled “VLSILAYOUTS OF FULLY CONNECTED NETWORKS WITH LOCALITY EXPLOITATION” byVenkat Konda assigned to the same assignee as the current application,filed Oct. 16, 2009, and the U.S. Provisional Patent application Ser.No. 61/252,609 entitled “VLSI LAYOUTS OF FULLY CONNECTED GENERALIZED ANDPYRAMID NETWORKS” by Venkat Konda assigned to the same assignee as thecurrent application, filed Oct. 16, 2009.

This application is related to and incorporates by reference in itsentirety the U.S. application Ser. No. 14/329,876 entitled “FASTSCHEDULING AND OPTIMIZATION OF MULTI-STAGE HIERARCHICAL NETWORKS” byVenkat Konda assigned to the same assignee as the current application,filed Jul. 11, 2014 and the U.S. Provisional Patent Application Ser. No.61/846,083 entitled “FAST SCHEDULING AND OPTIMIZATION OF MULTI-STAGEHIERARCHICAL NETWORKS” by Venkat Konda assigned to the same assignee asthe current application, filed Jul. 15, 2013.

BACKGROUND OF INVENTION

Multi-stage interconnection networks such as Benes networks andbutterfly fat tree networks are widely useful in telecommunications,parallel and distributed computing. However VLSI layouts, known in theprior art, of these interconnection networks in an integrated circuitare inefficient and complicated.

Other multi-stage interconnection networks including butterfly fat treenetworks, Banyan networks, Batcher-Banyan networks, Baseline networks,Delta networks, Omega networks and Flip networks have been widelystudied particularly for self-routing packet switching applications.Also Benes Networks with radix of two have been widely studied and it isknown that Benes Networks of radix two are shown to be built with backto back baseline networks which are rearrangeably nonblocking forunicast connections.

The most commonly used VLSI layout in an integrated circuit is based ona two-dimensional grid model comprising only horizontal and verticaltracks. An intuitive interconnection network that utilizestwo-dimensional grid model is 2D Mesh Network and its variations such assegmented mesh networks. Hence routing networks used in VLSI layouts aretypically 2D mesh networks and its variations. However Mesh Networksrequire large scale cross points typically with a growth rate of O(N²)where N is the number of computing elements, ports, or logic elementsdepending on the application.

Multi-stage interconnection network with a growth rate of O(N×log N)requires significantly small number of cross points. U.S. Pat. No.6,185,220 entitled “Grid Layouts of Switching and Sorting Networks”granted to Muthukrishnan et al. describes a VLSI layout using existingVLSI grid model for Benes and Butterfly networks. U.S. Pat. No.6,940,308 entitled “Interconnection Network for a Field ProgrammableGate Array” granted to Wong describes a VLSI layout where switchesbelonging to lower stage of Benes Network are laid out close to thelogic cells and switches belonging to higher stages are laid out towardsthe center of the layout.

Due to the inefficient and in some cases impractical VLSI layout ofBenes and butterfly fat tree networks on a semiconductor chip, todaymesh networks and segmented mesh networks are widely used in thepractical applications such as field programmable gate arrays (FPGAs),programmable logic devices (PLDs), and parallel computing interconnects.The prior art VLSI layouts of Benes and butterfly fat tree networks andVLSI layouts of mesh networks and segmented mesh networks require largearea to implement the switches on the chip, large number of wires,longer wires, with increased power consumption, increased latency of thesignals which effect the maximum clock speed of operation. Some networksmay not even be implemented practically on a chip due to the lack ofefficient layouts.

Fully connected Benes and butterfly fat tree networks are an over killfor certain practical routing applications and need to be optimized tosignificantly improve area, power and performance of the routingnetwork.

SUMMARY OF INVENTION

Significantly optimized multi-stage networks, useful in wide targetapplications, with VLSI layouts (or floor plans) using only horizontaland vertical links to route large scale sub-integrated circuit blockshaving inlet and outlet links, and laid out in an integrated circuitdevice in a two-dimensional grid arrangement of blocks, (for example inan FPGA where the sub-integrated circuit blocks are Lookup Tables, ormemory blocks, or DSP blocks) are presented. The optimized multi-stagenetworks in each block employ several rings of stages of switches withinlet and outlet links of sub-integrated circuit blocks connecting torings from either left-hand side only, or from right-hand side only, orfrom both left-hand side and right-hand side.

The optimized multi-stage networks with their VLSI layouts employshuffle exchange links where outlet links of cross links from switchesin a stage of a ring in one sub-integrated circuit block are connectedto either inlet links of switches in the another stage of a ring inanother sub-integrated circuit block or inlet links of switches in theanother stage of a ring in the same sub-integrated circuit block so thatsaid cross links are either vertical links or horizontal and vice versa.

The VLSI layouts exploit spatial locality so that differentsub-integrated circuit blocks that are spatially nearer are connectedwith shorter shuffle exchange links compared to the shuffle exchangelinks between spatially farther sub-integrated circuit blocks. Theoptimized multi-stage networks provide high routability for broadcast,unicast and multicast connections, yet with the benefits ofsignificantly lower cross points hence smaller area, lower signallatency, lower power and with significant fast compilation or routingtime.

The optimized multi-stage networks V_(Comb) (N₁,N₂,d,s) & V_(D-Comb)(N₁,N₂,d,s) according to the current invention inherit the properties ofone or more, in addition to additional properties, generalizedmulti-stage and pyramid networks V(N₁,N₂,d,s) & V_(p)(N₁,N₂,d,s),generalized folded multi-stage and pyramid networks V_(fold)(N₁,N₂,d,s)& V_(fold-p)(N₁,N₂,d,s), generalized butterfly fat tree and butterflyfat pyramid networks V_(bft)(N₁,N₂,d,s) & V_(bfp)(N₁,N₂,d,s),generalized multi-link multi-stage and pyramid networks V_(mlink)(N₁,N₂,d,s) & V_(mlink-p)(N₁,N₂,d,s), generalized folded multi-linkmulti-stage and pyramid networks V_(fold-mlink) (N₁,N₂,d,s) &V_(fold-mlink-p)(N₁,N₂d,s), generalized multi-link butterfly fat treeand butterfly fat pyramid networks V_(mlink-bft) (N₁,N₂,d,s) &V_(mlink-bfp) (N₁,N₂,d,s), generalized hypercube networksV_(hcube)(N₁,N₂,d,s), and generalized cube connected cycles networksV_(CCC)(N₁,N₂,d,s) for s=1,2,3 or any number in general.

BRIEF DESCRIPTION OF DRAWINGS

FIG. 1A is a diagram 100A of an exemplary partial multi-stagehierarchical network corresponding to one block with 4 inputs and 2outputs of a computational block connecting only from left-hand side, toroute practical applications such as FPGA routing of hardware designs inaccordance with the invention.

FIG. 1B is a diagram 100B of an exemplary partial multi-stagehierarchical network corresponding to one block with 8 inputs and 4outputs of a computational block connecting from both left-hand side andright-hand side, to route practical applications such as FPGA routing ofhardware designs in accordance with the invention.

FIG. 2A is a diagram 200A, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block.

FIG. 2B is a diagram 200B, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block.

FIG. 2C is a diagram 200C, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block.

FIG. 2D is a diagram 200D, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block.

FIG. 2E is a diagram 200E, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block.

FIG. 3A is a diagram 300A, in an embodiment of, all the connectionsbetween two successive stages of two different rings in the same blockor in two different blocks of a multi-stage hierarchical network.

FIG. 3B is a diagram 300B, in an embodiment of, all the connectionsbetween two successive stages of two different rings in the same blockor in two different blocks of a multi-stage hierarchical network.

FIG. 4 is a diagram 400, in an embodiment of, all the connectionsbetween two successive stages of two different rings in the same blockor in two different blocks of a multi-stage hierarchical network.

FIG. 5 is a diagram 500, in an embodiment of, all the connectionsbetween two successive stages of two different rings in the same blockor in two different blocks of a multi-stage hierarchical network.

FIG. 6 is a diagram 600, in an embodiment of, all the connectionsbetween two successive stages of two different rings in the same blockor in two different blocks of a multi-stage hierarchical network.

FIG. 7 is a diagram 700, is an embodiment of hop wire connection chartcorresponding to a block of multi-stage hierarchical network.

FIG. 8 is a diagram 800, is an embodiment of 2D-grid of blocks with eachblock corresponding to a partial multi-stage network to implement anexemplary multi-stage hierarchical network, in accordance with theinvention.

FIG. 9A is a diagram 900A, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block, with delayoptimizations.

FIG. 9B is a diagram 900B, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block, with delayoptimizations.

FIG. 9C is a diagram 900C, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block, with delayoptimizations.

FIG. 9D is a diagram 900D, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block, with delayoptimizations.

FIG. 9E is a diagram 900E, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block, with delayoptimizations.

FIG. 10A is a diagram 1000A, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block, with delayoptimizations.

FIG. 10B is a diagram 1000B, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block, with delayoptimizations.

FIG. 10C is a diagram 1000C, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block, with delayoptimizations.

FIG. 10D is a diagram 1000D, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block, with delayoptimizations.

FIG. 10E is a diagram 1000E, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block, with delayoptimizations.

FIG. 10F is a diagram 1000F, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block, with delayoptimizations.

FIG. 11A is a diagram 1100A, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block, with delayoptimizations.

FIG. 11B is a diagram 1100B, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block, with delayoptimizations.

FIG. 11C is a diagram 1100C, in an embodiment of, a stage in a ring ofmulti-stage hierarchical network corresponding to one block, with delayoptimizations.

FIG. 12 is a diagram 1200, in an embodiment, all the connections betweentwo successive stages of two different rings in the same block or in twodifferent blocks of a multi-stage hierarchical network with delayoptimizations.

FIG. 13 is a diagram 1300, in one embodiment, all the connectionsbetween two successive stages of two different rings in the same blockor in two different blocks of a multi-stage hierarchical network withdelay optimizations.

FIG. 14 is a diagram 1400, in an embodiment of, all the connectionsbetween two successive stages of two different rings in the same blockor in two different blocks of a multi-stage hierarchical network withdelay optimizations.

FIG. 15 is a diagram 1500, in an embodiment of, all the connectionsbetween two successive stages of two different rings in the same blockor in two different blocks of a multi-stage hierarchical network withdelay optimizations.

FIG. 16A1 is a diagram 1600A1 of an exemplary prior art implementationof a two by two switch; FIG. 16A2 is a diagram 1600A2 for programmableintegrated circuit prior art implementation of the diagram 1600A1 ofFIG. 16A1; FIG. 16A3 is a diagram 1600A3 for one-time programmableintegrated circuit prior art implementation of the diagram 1600A1 ofFIG. 16A1; FIG. 16A4 is a diagram 1600A4 for integrated circuitplacement and route implementation of the diagram 1600A1 of FIG. 16A1.

DETAILED DESCRIPTION OF THE INVENTION

Fully connected multi-stage hierarchical networks are an over kill inevery dimension such as area, power, and performance for certainpractical routing applications and need to be optimized to significantlyimprove savings in area, power and performance of the routing network.The present invention discloses several embodiments of the optimizedmulti-stage hierarchical networks for practical routing applicationsalong with their VLSI layout (floor plan) feasibility and simplicity.

The multi-stage hierarchical networks considered for optimization in thecurrent invention include: generalized multi-stage networksV(N₁,N₂,d,s), generalized folded multi-stage networksV_(fold)(N₁,N₂,d,s), generalized butterfly fat tree networksV_(bft)(N₁,N₂,d,s), generalized multi-link multi-stage networksV_(mlink) (N₁,N₂,d,s), generalized folded multi-link multi-stagenetworks V_(fold-mlink)(N₁,N₂,d,s), generalized multi-link butterfly fattree networks V_(mlink-bft) (N₁,N₂,d,s), generalized hypercube networksV_(hcube)(N₁,N₂,d,s), and generalized cube connected cycles networksV_(CCC)(N₁,N₂,d,s) for s=1,2,3 or any number in general. Alternativelythe optimized multi-stage hierarchical networks disclosed in thisinvention inherit the properties of one or more of these networks, inaddition to additional properties that may not be exhibited thesenetworks.

The optimized multi-stage hierarchical networks disclosed are applicablefor practical routing applications, with several goals such as: 1) allthe signals in the design starting from an inlet link of the network toan outlet link of the network need to be setup without blocking. Thesesignals may consist of broadcast, unicast and multicast connections;Each routing resource may need to be used by only one signal orconnection; 2) physical area consumed by the routing network to setupall the signals needs to be small; 3) power consumption of the networkneeds to be small, after the signals are setup. Power may be both staticpower and dynamic power; 4) Delay of the signal or a connection needs tobe small after it is setup through a path using several routingresources in the path. The smaller the delay of the connections willlead to faster performance of the design. Typically delay of thecritical connections determines the performance of the design on a givennetwork; 5) Designs need to be not only routed through the network(i.e., all the signals need to be setup from inlet links of the networkto the outlet links of the network.), but also the routing needs to bein faster time using efficient routing algorithms; 6) Efficient VLSIlayout of the network is also critical and can greatly influence all theother parameters including the area taken up by the network on the chip,total number of wires, length of the wires, delay through the signalpaths and hence the maximum clock speed of operation.

The different varieties of multi-stage networks described in variousembodiments in the current invention have not been implementedpreviously on the semiconductor chips. The practical application ofthese networks includes Field Programmable Gate Array (FPGA) chips.Current commercial FPGA products such as Xilinx's Vertex, Altera'sStratix, Lattice's ECPx implement island-style architecture using meshand segmented mesh routing interconnects using either full crossbars orsparse crossbars. These routing interconnects consume large silicon areafor crosspoints, long wires, large signal propagation delay and henceconsume lot of power.

The current invention discloses the optimization of multi-stagehierarchical networks for practical routing applications of numeroustypes of multi-stage networks. The optimizations disclosed in thecurrent invention are applicable to including the numerous generalizedmulti-stage networks disclosed in the following patent applications:

1) Strictly and rearrangeably nonblocking for arbitrary fan-outmulticast and unicast for generalized multi-stage networks V(N₁,N₂,d,s)with numerous connection topologies and the scheduling methods aredescribed in detail in the U.S. Pat. No. 8,270,400 that is incorporatedby reference above.

2) Strictly and rearrangeably nonblocking for arbitrary fan-outmulticast and unicast for generalized butterfly fat tree networksV_(bft)(N₁,N₂,d,s) with numerous connection topologies and thescheduling methods are described in detail in the U.S. Pat. No.8,170,040 that is incorporated by reference above.

3) Rearrangeably nonblocking for arbitrary fan-out multicast andunicast, and strictly nonblocking for unicast for generalized multi-linkmulti-stage networks V_(mlink)(N₁,N₂,d,s) and generalized foldedmulti-link multi-stage networks V_(fold-mlink)(N₁,N₂,d,s) with numerousconnection topologies and the scheduling methods are described in detailin the U.S. Pat. No. 8,363,649 that is incorporated by reference above.

4) Strictly and rearrangeably nonblocking for arbitrary fan-outmulticast and unicast for generalized multi-link butterfly fat treenetworks V_(mlink-bft)(N₁,N₂,d,s) with numerous connection topologiesand the scheduling methods are described in detail in the U.S. Pat. No.8,170,040 that is incorporated by reference above.

5) Strictly and rearrangeably nonblocking for arbitrary fan-outmulticast and unicast for generalized folded multi-stage networksV_(fold) (N₁,N₂,d,s) with numerous connection topologies and thescheduling methods are described in detail in the U.S. Pat. No.8,363,649 that is incorporated by reference above.

6) Strictly nonblocking for arbitrary fan-out multicast and unicast forgeneralized multi-link multi-stage networks V_(mlink)(N₁,N₂,d,s) andgeneralized folded multi-link multi-stage networksV_(fold-mlink)(N₁,N₂,d,s) with numerous connection topologies and thescheduling methods are described in detail in the U.S. Pat. No.8,363,649 that is incorporated by reference above.

7) VLSI layouts of numerous types of multi-stage networks are describedin the U.S. Pat. No. 8,269,523 entitled “VLSI LAYOUTS OF FULLY CONNECTEDNETWORKS” that is incorporated by reference above.

8) VLSI layouts of numerous types of multi-stage networks are describedin the U.S. Pat. No. 8,898,611 entitled “VLSI LAYOUTS OF FULLY CONNECTEDGENERALIZED AND PYRAMID NETWORKS WITH LOCALITY EXPLOITATION” that isincorporated by reference above.

In addition the optimization with the VLSI layouts disclosed in thecurrent invention are also applicable to generalized multi-stage pyramidnetworks V_(p)(N₁,N₂d,s), generalized folded multi-stage pyramidnetworks V_(fold-p)(N₁,N₂d,s), generalized butterfly fat pyramidnetworks V_(bfp)(N₁,N₂d,s), generalized multi-link multi-stage pyramidnetworks V_(mlink-p)(N₁,N₂d,s), generalized folded multi-linkmulti-stage pyramid networks V_(fold-mlink)(N₁,N₂d,s), generalizedmulti-link butterfly fat pyramid networks V_(mlink-bfp)(N₁,N₂d,s),generalized hypercube networks V_(hcube)(N₁,N₂d,s) and generalized cubeconnected cycles networks V_(CCC)(N₁,N₂d,s) for s=1,2,3 or any number ingeneral.

Finally the current invention discloses the optimizations and VLSIlayouts of multi-stage hierarchical networks V_(Comb)(N₁,N₂d,s) and theoptimizations and VLSI layouts of multi-stage hierarchical networksV_(D-Comb)(N₁,N₂d,s) for practical routing applications (particularly toset up broadcast, unicast and multicast connections), where “Comb”denotes the combination of and “D-Comb” denotes the delay optimizedcombination of any of the generalized multi-stage networks V(N₁,N₂d,s),generalized folded multi-stage networks V_(fold)(N₁,N₂d,s), generalizedbutterfly fat tree networks V_(bft)(N₁,N₂d,s), generalized multi-linkmulti-stage networks V_(mlink)(N₁,N₂d,s), generalized folded multi-linkmulti-stage networks V_(fold-mlink)(N₁,N₂d,s), generalized multi-linkbutterfly fat tree networks V_(mlink-bft)(N₁,N₂d,s), generalizedmulti-stage pyramid networks V_(p)(N₁,N₂d,s), generalized foldedmulti-stage pyramid networks V_(fold-p)(N₁,N₂d,s), generalized butterflyfat pyramid networks V_(bfp)(N₁,N₂d,s), generalized multi-linkmulti-stage pyramid networks V_(mlink)(N₁,N₂d,s), generalized foldedmulti-link multi-stage pyramid networks V_(fold-mlink-p)(N₁,N₂d,s),generalized multi-link butterfly fat pyramid networksV_(mlink-bfp)(N₁,N₂d,s), generalized hypercube networksV_(hcube)(N₁,N₂d,s), and generalized cube connected cycles networksV_(CCC)(N₁,N₂d,s) for s=1,2,3 or any number in general.

Multi-Stage Hierarchical Network V_(Comb)(N₁,N₂d,s):

Referring to diagram 100A in FIG. 1A, in one embodiment, an exemplarypartial multi-stage hierarchical network V_(Comb) (N₁,N₂d,s) whereN₁=200; N₂=400; d=2; and s=1 corresponding to one computational block,with each computational block having 4 inlet links namely I1, I2, I3,and I4; and 2 outlet links namely O1 and O2. And for each computationalblock the corresponding partial multi-stage hierarchical networkV_(Comb)(N₁,N₂d,s) 100A consists of two rings 110 and 120, where ring110 consists of “m+1” stages namely (ring 1, stage 0), (ring 1, stage1), . . . (ring 1, stage “m−1”), and (ring 1, stage “m”), and ring 120consists of “n+1” stages namely (ring 2, stage 0), (ring 2, stage 1), .. . (ring 2, stage “n−1”), and (ring 2, stage “n”), where “m” and “n”are positive integers.

Ring 110 has inlet links Ri(1,1) and Ri(1,2), and has outlet linksBo(1,1) and Bo(1,2). Ring 120 has inlet links Fi(2,1) and Fi(2,2), andoutlet links Bo(2,1) and Bo(2,2). And hence the partial multi-stagehierarchical network V_(Comb)(N₁,N₂d,s) 100A consists of 4 inlet linksand 4 outlet links corresponding to the two rings 110 and 120. Outletlink O1 of the computational block is connected to inlet link Ri(1,1) ofring 110 and also inlet link of Fi(2,1) of ring 120. Similarly outletlink O2 of the computational block is connected to inlet link Ri(1,2) ofRing 110 and also inlet link of Fi(2,2) of Ring 120. And outlet linkBo(1,1) of Ring 110 is connected to inlet link I1 of the computationalblock. Outlet link Bo(1,2) of Ring 110 is connected to inlet link I2 ofthe computational block. Similarly outlet link Bo(2,1) of Ring 120 isconnected to inlet link 13 of the computational block. Outlet linkBo(2,2) of Ring 120 is connected to inlet link I4 of the computationalblock. Since in this embodiment outlet link O1 of the computationalblock is connected to both inlet link Ri(1,1) of ring 110 and inlet linkFi(2,1) of ring 120; and outlet link O2 of the computational block isconnected to both inlet link Ri(1,2) of ring 110 and inlet link Fi(2,2)of ring 120, the partial multi-stage hierarchical networkV_(Comb)(N₁,N₂d,s) 100A consists of 2 inlet links and 4 outlet links.

The two dimensional grid 800 in FIG. 8 illustrates an exemplaryarrangement of 100 blocks arranged in 10 rows and 10 columns, in anembodiment. Each row of 2D-grid consisting of 10 block numbers namelythe first row consists of the blocks (1,1), (1,2), (1,3), . . . , (1,9),and (1,10). The second row consists of the blocks (2,1), (2,2), (2,3), .. . , (2,9), and (2,10). Similarly 2D-grid 800 consists of 10 rows ofeach with 10 blocks and finally the tenth row consists of the blocks(10,1), (10,2), (10,3), . . . , (10,9), and (10,10). Each block of2D-grid 800, in one embodiment, is part of the die area of asemiconductor integrated circuit, so that the complete 2D-grid 800 of100 blocks represents the complete die of the semiconductor integratedcircuit. In one embodiment, each block of 2D-grid 800 consists of one ofthe partial multi-stage hierarchical network V_(Comb)(N₁,N₂d,s) 100Awith 2 inlet links and 4 outlet links and the correspondingcomputational block with 4 inlet links and 2 outlet links. For exampleblock (1,1) of 2D-grid 800 consists of one of the partial multi-stagehierarchical network V_(Comb)(N₁,N₂d,s) 100A with 2 inlet links and 4outlet links and the corresponding computational block with 4 Inletlinks and 2 outlet links. Similarly each of the 100 blocks of 2D-grid800 has a separate partial multi-stage hierarchical networkV_(Comb)(N₁,N₂d,s) 100A with 2 inlet links and 4 outlet links and thecorresponding computational block with 4 inlet links and 2 outlet links.Hence the complete multi-stage hierarchical network V_(Comb)(N₁,N₂d,s)corresponding to 2D-grid 800 has N₁=200 inlet links and N₂=400 outletlinks. And there are 100 computational blocks each one corresponding toone of the blocks with each computational block having 4 inlet links and2 outlet links. Also the 2D-grid 800 is organized in the fourth quadrantof the 2D-Plane. In other embodiments the 2D-grid 800 may be organizedas either first quadrant, or second quadrant or third quadrant of the2D-Plane.

Referring to partial multi-stage hierarchical network V_(Comb)(N₁,N₂d,s)100A in FIG. 1A, the stage (ring 1, stage 0) consists of 4 inputs namelyRi(1,1), Ri(1,2), Ui(1,1), and Ui(1,2); and 4 outputs Bo(1,1), Bo(1,2),Fo(1,1), and Fo(1,2). The stage (ring 1, stage 0) also consists of eight2:1 multiplexers (A multiplexer is hereinafter called a “mux”) namelyR(1,1), R(1,2), F(1,1), F(1,2), U(1,1), U(1,2), B(1,1), and B(1,2). The2:1 Mux R(1,1) has two inputs namely Ri(1,1) and Bo(1,1) and has oneoutput Ro(1,1). The 2:1 Mux R(1,2) has two inputs namely Ri(1,2) andBo(1,2) and has one output Ro(1,2). The 2:1 Mux F(1,1) has two inputsnamely Ro(1,1) and Ro(1,2) and has one output Fo(1,1). The 2:1 MuxF(1,2) has two inputs namely Ro(1,1) and Ro(1,2) and has one outputFo(1,2).

The 2:1 Mux U(1,1) has two inputs namely Ui(1,1) and Fo(1,1) and has oneoutput Uo(1,1). The 2:1 Mux U(1,2) has two inputs namely Ui(1,2) andFo(1,2) and has one output Uo(1,2). The 2:1 Mux B(1,1) has two inputsnamely Uo(1,1) and Uo(1,2) and has one output Bo(1,1). The 2:1 MuxB(1,2) has two inputs namely Uo(1,1) and Uo(1,2) and has one outputBo(1,2).

The stage (ring 1, stage 1) consists of 4 inputs namely Ri(1,3),Ri(1,4), Ui(1,3), and Ui(1,4); and 4 outputs Bo(1,3), Bo(1,4), Fo(1,3),and Fo(1,4). The stage (ring 1, stage 1) also consists of eight 2:1Muxes namely R(1,3), R(1,4), F(1,3), F(1,4), U(1,3), U(1,4), B(1,3), andB(1,4). The 2:1 Mux R(1,3) has two inputs namely Ri(1,3) and Bo(1,3) andhas one output Ro(1,3). The 2:1 Mux R(1,4) has two inputs namely Ri(1,4)and Bo(1,4) and has one output Ro(1,4). The 2:1 Mux F(1,3) has twoinputs namely Ro(1,3) and Ro(1,4) and has one output Fo(1,3). The 2:1Mux F(1,4) has two inputs namely Ro(1,3) and Ro(1,4) and has one outputFo(1,4).

The 2:1 Mux U(1,3) has two inputs namely Ui(1,3) and Fo(1,3) and has oneoutput Uo(1,3). The 2:1 Mux U(1,4) has two inputs namely Ui(1,4) andFo(1,4) and has one output Uo(1,4). The 2:1 Mux B(1,3) has two inputsnamely Uo(1,3) and Uo(1,4) and has one output Bo(1,3). The 2:1 MuxB(1,4) has two inputs namely Uo(1,3) and Uo(1,4) and has one outputBo(1,4).

The output Fo(1,1) of the stage (ring 1, stage 0) is connected to theinput Ri(1,3) of the stage (ring 1, stage 1) which is called hereinafteran internal connection between two successive stages of a ring. And theoutput Bo(1,3) of the stage (ring 1, stage 1) is connected to the inputUi(1,1) of the stage (ring 1, stage 0), is another internal connectionbetween stage 0 and stage 1 of the ring 1.

The stage (ring 1, stage “m−1”) consists of 4 inputs namely Fi(1,2m−1),Fi(1,2m), Ui(1,2m−1), and Ui(1,2m); and 4 outputs Bo(1,2m−1), Bo(1,2m),Fo(1,2m−1), and Fo(1,2m). The stage (ring 1, stage “m−1’) also consistsof six 2:1 Muxes namely F(1,2m−1), F(1,2m), U(1,2m−1), U(1,2m),B(1,2m−1), and B(1,2m). The 2:1 Mux F(1,2m−1) has two inputs namelyFi(1,2m−1) and Fi(1,2m) and has one output Fo(1,2m−1). The 2:1 MuxF(1,2m) has two inputs namely Fi(1,2m−1) and Fi(1,2m) and has one outputFo(1,2m).

The 2:1 Mux U(1,2m−1) has two inputs namely Ui(1,2m−1) and Fo(1,2m−1)and has one output Uo(1,2m−1). The 2:1 Mux U(1,2m) has two inputs namelyUi(1,2m) and Fo(1,2m) and has one output Uo(1,2m). The 2:1 Mux B(1,2m−1)has two inputs namely Uo(1,2m−1) and Uo(1,2m) and has one outputBo(1,2m−1). The 2:1 Mux B(1,2m) has two inputs namely Uo(1,2m−1) andUo(1,2m) and has one output Bo(1,2m).

The stage (ring 1, stage “m”) consists of 4 inputs namely Fi(1,2m+1),Fi(1,2m+2), Ui(1,2m+1), and Ui(1,2m+2); and 4 outputs Bo(1,2m+1),Bo(1,2m+2), Fo(1,2m+1), and Fo(1,2m+2). The stage (ring 1, stage “m”)also consists of six 2:1 Muxes namely F(1,2m+1), F(1,2m+2), U(1,2m+1),U(1,2m+2), B(1,2m+1), and B(1,2m+2). The 2:1 Mux F(1,2m+1) has twoinputs namely Fi(1,2m+1) and Fi(1,2m+2) and has one output Fo(1,2m+1).The 2:1 Mux F(1,2m+2) has two inputs namely Fi(1,2m+1) and Fi(1,2m+2)and has one output Fo(1,2m+2).

The 2:1 Mux U(1,2m+1) has two inputs namely Ui(1,2m+1) and Fo(1,2m+1)and has one output Uo(1,2m+1). The 2:1 Mux U(1,2m+2) has two inputsnamely Ui(1,2m+2) and Fo(1,2m+2) and has one output Uo(1,2m+2). The 2:1Mux B(1,2m+1) has two inputs namely Uo(1,2m+1) and Uo(1,2m+2) and hasone output Bo(1,2m+1). The 2:1 Mux B(1,2m+2) has two inputs namelyUo(1,2m+1) and Uo(1,2m+2) and has one output Bo(1,2m+2).

The output Fo(1,2m−1) of the stage (ring 1, stage “m−1”) is connected tothe input Fi(1,2m+1) of the stage (ring 1, stage “m”), is an internalconnection between stage “m−1” and stage “m” of the ring 1. And theoutput Bo(1,2m+1) of the stage (ring 1, stage “m”) is connected to theinput Ui(1,2m−1) of the stage (ring 1, stage “m−1”), is another internalconnection between stage “m−1” and stage “m” of the ring 1

Just the same way the stages (ring 1, stage 0), (ring 1, stage 1), thereare also stages (ring 1, stage 2), (ring 1, stage 3), . . . (ring 1,stage “m−1”), (ring 1, stage “m”) in that order, where the stages from(ring 1, stage 2), (ring 1, stage 3), . . . , (ring 1, stage “m−2”) arenot shown in the diagram 100A. Just the same way the two successivestages (ring 1, stage 0) and (ring 1, stage 1) have internal connectionsbetween them as described before, any two successive stages have similarinternal connections. For example (ring 1, stage 1) and (ring 1, stage2) have similar internal connections and (ring 1, stage “m−2”) and (ring1, stage “m−1”) have similar internal connections.

Stage (ring 1, stage 0) is also called hereinafter the “entry stage” or“first stage” of ring 1, since inlet links and outlet links of thecomputational block are directly connected to stage (ring 1, stage 0).Also stage (ring 1, stage “m”) is hereinafter the “last stage” or “rootstage” of ring 1.

The stage (ring 2, stage 0) consists of 4 inputs namely Fi(2,1),Fi(2,2), Ui(2,1), and Ui(2,2); and 4 outputs Bo(2,1), Bo(2,2), Fo(2,1),and Fo(2,2). The stage (ring 2, stage 0) also consists of six 2:1 Muxesnamely F(2,1), F(2,2), U(2,1), U(2,2), B(2,1), and B(2,2). The 2:1 MuxF(2,1) has two inputs namely Fi(2,1) and Fi(2,2) and has one outputFo(2,1). The 2:1 Mux F(2,2) has two inputs namely Fi(2,1) and Fi(2,2)and has one output Fo(2,2).

The 2:1 Mux U(2,1) has two inputs namely Ui(2,1) and Fo(2,1) and has oneoutput Uo(2,1). The 2:1 Mux U(2,2) has two inputs namely Ui(2,2) andFo(2,2) and has one output Uo(2,2). The 2:1 Mux B(2,1) has two inputsnamely Uo(2,1) and Uo(2,2) and has one output Bo(2,1). The 2:1 MuxB(2,2) has two inputs namely Uo(2,1) and Uo(2,2) and has one outputBo(2,2).

The stage (ring 2, stage 1) consists of 4 inputs namely Fi(2,3),Fi(2,4), Ui(2,3), and Ui(2,4); and 4 outputs Bo(2,3), Bo(2,4), Fo(2,3),and Fo(2,4). The stage (ring 2, stage 1) also consists of six 2:1 Muxesnamely F(2,3), F(2,4), U(2,3), U(2,4), B(2,3), and B(2,4). The 2:1 MuxF(2,3) has two inputs namely Fi(2,3) and Fi(2,4) and has one outputFo(2,3). The 2:1 Mux F(2,4) has two inputs namely Fi(2,3) and Fi(2,4)and has one output Fo(2,4).

The 2:1 Mux U(2,3) has two inputs namely Ui(2,3) and Fo(2,3) and has oneoutput Uo(2,3). The 2:1 Mux U(2,4) has two inputs namely Ui(2,4) andFo(2,4) and has one output Uo(2,4). The 2:1 Mux B(2,3) has two inputsnamely Uo(2,3) and Uo(2,4) and has one output Bo(2,3). The 2:1 MuxB(2,4) has two inputs namely Uo(2,3) and Uo(2,4) and has one outputBo(2,4).

The output Fo(2,1) of the stage (ring 2, stage 0) is connected to theinput Fi(2,3) of the stage (ring 2, stage 1), is an internal connectionbetween stage 0 and stage 1 of the ring 2. And the output Bo(2,3) of thestage (ring 2, stage 1) is connected to the input Ui(2,1) of the stage(ring 2, stage 0), is another internal connection between stage 0 andstage 1 of the ring 1.

The stage (ring 2, stage “n−1”) consists of 4 inputs namely Ri(2,2n−1),Ri(2,2n), Ui(1,2n−1), and Ui(1,2n); and 4 outputs Bo(1,2n−1), Bo(1,2n),Fo(1,2n−1), and Fo(1,2n). The stage (ring 2, stage “n−1’) also consistsof eight 2:1 Muxes namely R(2,2n−1), R(2,2n), F(2,2n−1), F(1,2n),U(1,2n−1), U(1,2n), B(1,2n−1), and B(1,2n). The 2:1 Mux R(2,2n−1) hastwo inputs namely Ri(2,2n−1) and Bo(2,2n−1) and has one outputRo(2,2n−1). The 2:1 Mux R(2,2n) has two inputs namely Ri(2,2n) andBo(2,2n) and has one output Ro(2,2n). The 2:1 Mux F(2,2n−1) has twoinputs namely Ro(2,2n−1) and Ro(2,2n) and has one output Fo(2,2n−1). The2:1 Mux F(2,2n) has two inputs namely Ro(2,2n−1) and Ro(2,2n) and hasone output Fo(2,2n).

The 2:1 Mux U(2,2n−1) has two inputs namely Ui(2,2n−1) and Fo(2,2n−1)and has one output Uo(2,2n−1). The 2:1 Mux U(2,2n) has two inputs namelyUi(2,2n) and Fo(2,2n) and has one output Uo(2,2n). The 2:1 Mux B(2,2n−1)has two inputs namely Uo(2,2n−1) and Uo(2,2n) and has one outputBo(2,2n−1). The 2:1 Mux B(2,2n) has two inputs namely Uo(2,2n−1) andUo(2,2n) and has one output Bo(2,2n).

The stage (ring 2, stage “n”) consists of 4 inputs namely Ri(2,2n+1),Ri(2,2n+2), Ui(2,2n+1), and Ui(2,2n+2); and 4 outputs Bo(2,2n+1),Bo(2,2n+2), Fo(2,2n+1), and Fo(2,2n+2). The stage (ring 2, stage “n”)also consists of eight 2:1 Muxes namely R(2,2n+1), R(2,2n+2), F(2,2n+1),F(2,2n+2), U(2,2n+1), U(2,2n+2), B(2,2n+1), and B(2,2n+2). The 2:1 MuxR(2,2n+1) has two inputs namely Ri(2,2n+1) and Bo(2,2n+1) and has oneoutput Ro(2,2n+1). The 2:1 Mux R(2,2n+2) has two inputs namelyRi(2,2n+2) and Bo(2,2n+2) and has one output Ro(2,2n+2). The 2:1 MuxF(2,2n+1) has two inputs namely Ro(2,2n+1) and Ro(2,2n+2) and has oneoutput Fo(2,2n+1). The 2:1 Mux F(2,2n+2) has two inputs namelyRo(2,2n+1) and Ro(2,2n+2) and has one output Fo(2,2n+2).

The 2:1 Mux U(2,2n+1) has two inputs namely Ui(2,2n+1) and Fo(2,2n+1)and has one output Uo(2,2n+1). The 2:1 Mux U(2,2n+2) has two inputsnamely Ui(2,2n+2) and Fo(2,2n+2) and has one output Uo(2,2n+2). The 2:1Mux B(2,2n+1) has two inputs namely Uo(2,2n+1) and Uo(2,2n+2) and hasone output Bo(2,2n+1). The 2:1 Mux B(2,2n+2) has two inputs namelyUo(2,2n+1) and Uo(2,2n+2) and has one output Bo(2,2n+2).

The output Fo(2,2n−1) of the stage (ring 2, stage “n−1”) is connected tothe input Ri(2,2n+1) of the stage (ring 2, stage “n”), is an internalconnection between stage “n−1” and stage “n” of the ring 1. And theoutput Bo(2,2n+1) of the stage (ring 2, stage “n”) is connected to theinput Ui(2,2n−1) of the stage (ring 2, stage “n−1”), is another internalconnection between stage “n−1” and stage “n” of the ring 1.

Each stage of any ring of the partial multi-stage hierarchical networkV_(Comb)(N₁,N₂d,s) 100A consists of 4 inputs and 2*d=4 outputs. Eventhough the stages (ring 1, stage 0), (ring 1, stage 1), (ring 2, stage“n−1”), and (ring 2, stage “n”) each have eight 2:1 muxes, and thestages (ring 2, stage 0), (ring 2, stage 1), (ring 1, stage “m−1”), and(ring 1, stage “m”) each have six 2:1 muxes, in other embodiments any ofthese stages can be one of the four by four switch diagrams namely 200Aof FIG. 2A, 200B of FIG. 2B, 200C of FIG. 2C, and one of the eight byfour switch diagrams namely 200E of FIG. 2E.

Referring to diagram 100B in FIG. 1B, in one embodiment, an exemplarypartial multi-stage hierarchical network V_(Comb)(N₁,N₂d,s) whereN₁=400; N₂=800; d=2; and s=1 corresponding to one computational block,with each computational block having 8 inlet links namely I1, I2, I3,I4, I5, I6, I7, and I8; and 4 outlet links namely O1, O2, O3, and O4.And for each computational block the corresponding partial multi-stagehierarchical network V_(Comb)(N₁,N₂d,s) 100B consists of two rings 110and 120, where ring 110 consists of “m+1” stages namely (ring 1, stage0), (ring 1, stage 1), . . . (ring 1, stage “k−1”), and (ring 1, stage“k”), and ring 120 consists of “n+1” stages namely (ring 2, stage 0),(ring 2, stage 1), . . . (ring 2, stage “n−1”), and (ring 2, stage “n”),where “m” and “n” are positive integers.

Ring 110 has inlet links Ri(1,1) and Ri(1,2) from the left-hand side,and has outlet links Bo(1,1) and Bo(1,2) from left-hand side. Ring 110also has inlet links Ui(1,2m+1) and Ui(1,2m+2) from the right-hand side,and has outlet links Fo(1,2m+1) and Fo(1,2m+2) from right-hand side.Ring 120 has inlet links Fi(2,1) and Fi(2,2) from left-hand side, andoutlet links Bo(2,1) and Bo(2,2) from left-hand side. Ring 120 also hasinlet links Ui(2,2n+1) and Ui(2,2n+2) from the right-hand side, and hasoutlet links Fo(2,2n+1) and Fo(2,2n+2) from right-hand side.

And the partial multi-stage hierarchical network V_(Comb)(N₁,N₂d,s) 100Bconsists of 8 inlet links and 4 outlet links corresponding to the tworings 110 and 120. From left-hand side, outlet link O1 of thecomputational block is connected to inlet link Ri(1,1) of ring 110 andalso inlet link of Fi(2,1) of ring 120. Similarly from left-hand side,outlet link O2 of the computational block is connected to inlet linkRi(1,2) of Ring 110 and also inlet link of Fi(2,2) of Ring 120. And fromleft-hand side, outlet link Bo(1,1) of Ring 110 is connected to inletlink I1 of the computational block. From left-hand side, Outlet linkBo(1,2) of Ring 110 is connected to inlet link I2 of the computationalblock. Similarly from left-hand side, outlet link Bo(2,1) of Ring 120 isconnected to inlet link I3 of the computational block. From left-handside, outlet link Bo(2,2) of Ring 120 is connected to inlet link I4 ofthe computational block.

From right-hand side, outlet link O3 of the computational block isconnected to inlet link Ui(1,2m+1) of ring 110 and also inlet link ofUi(2,2n+1) of ring 120. Similarly from right-hand side, outlet link O4of the computational block is connected to inlet link Ui(1,2m+2) of Ring110 and also inlet link of Ui(2,2n+2) of Ring 120. And from right-handside, outlet link Fo(1,2m+1) of Ring 110 is connected to inlet link I5of the computational block. From right-hand side, outlet link Fo(1,2m+2)of Ring 110 is connected to inlet link I6 of the computational block.Similarly from right-hand side, outlet link Fo(2,2n+1) of Ring 120 isconnected to inlet link I7 of the computational block. From right-handside, outlet link Fo(2,2n+2) of Ring 120 is connected to inlet link I8of the computational block.

Since in this embodiment outlet link O1 of the computational block isconnected to both inlet link Ri(1,1) of ring 110 and inlet link Fi(2,1)of ring 120; outlet link O2 of the computational block is connected toboth inlet link Ri(1,2) of ring 110 and inlet link Fi(2,2) of ring 120;outlet link O3 of the computational block is connected to both inletlink Ui(1,2m+1) of ring 110 and inlet link Ui(2,2n+1) of ring 120; andoutlet link O4 of the computational block is connected to both inletlink Ui(1,2m+2) of ring 110 and inlet link Ui(2,2n+2) of ring 120, thepartial multi-stage hierarchical network V_(Comb)(N₁,N₂d,s) 100Bconsists of 4 inlet links and 8 outlet links.

Referring to two dimensional grid 800 in FIG. 8 illustrates, in anotherembodiment, each block of 2D-grid 800 consists of one of the partialmulti-stage hierarchical network V_(Comb)(N₁,N₂d,s) 100B with 4 inletlinks and 8 outlet links and the corresponding computational block with8 inlet links and 4 outlet links. For example block (1,1) of 2D-grid 800consists of one of the partial multi-stage hierarchical networkV_(Comb)(N₁,N₂d,s) 100B with 4 inlet links and 8 outlet links and thecorresponding computational block with 8 inlet links and 4 outlet links.Similarly each of the 100 blocks of 2D-grid 800 has a separate partialmulti-stage hierarchical network V_(Comb)(N₁,N₂d,s) 100B with 4 inletlinks and 8 outlet links and the corresponding computational block with8 inlet links and 4 outlet links. Hence the complete multi-stagehierarchical network V_(Comb)(N₁,N₂d,s) corresponding to 2D-grid 800 hasN₁=400 inlet links and N₂=800 outlet links. Since there are 100computational blocks each one corresponding to one of the blocks witheach computational block having 8 inlet links and 4 outlet links. Alsothe 2D-grid 800 is organized in the fourth quadrant of the 2D-Plane. Inother embodiments the 2D-grid 800 may be organized as either firstquadrant, or second quadrant or third quadrant of the 2D-Plane.

Referring to partial multi-stage hierarchical network V_(Comb)(N₁,N₂d,s)100B in FIG. 1B, the stage (ring 1, stage 0) consists of 4 inputs namelyRi(1,1), Ri(1,2), Ui(1,1), and Ui(1,2); and 4 outputs Bo(1,1), Bo(1,2),Fo(1,1), and Fo(1,2). The stage (ring 1, stage 0) also consists of eight2:1 multiplexers (A multiplexer is hereinafter called a “mux”) namelyR(1,1), R(1,2), F(1,1), F(1,2), U(1,1), U(1,2), B(1,1), and B(1,2). The2:1 Mux R(1,1) has two inputs namely Ri(1,1) and Bo(1,1) and has oneoutput Ro(1,1). The 2:1 Mux R(1,2) has two inputs namely Ri(1,2) andBo(1,2) and has one output Ro(1,2). The 2:1 Mux F(1,1) has two inputsnamely Ro(1,1) and Ro(1,2) and has one output Fo(1,1). The 2:1 MuxF(1,2) has two inputs namely Ro(1,1) and Ro(1,2) and has one outputFo(1,2).

The 2:1 Mux U(1,1) has two inputs namely Ui(1,1) and Fo(1,1) and has oneoutput Uo(1,1). The 2:1 Mux U(1,2) has two inputs namely Ui(1,2) andFo(1,2) and has one output Uo(1,2). The 2:1 Mux B(1,1) has two inputsnamely Uo(1,1) and Uo(1,2) and has one output Bo(1,1). The 2:1 MuxB(1,2) has two inputs namely Uo(1,1) and Uo(1,2) and has one outputBo(1,2).

The stage (ring 1, stage 1) consists of 4 inputs namely Ri(1,3),Ri(1,4), Ui(1,3), and Ui(1,4); and 4 outputs Bo(1,3), Bo(1,4), Fo(1,3),and Fo(1,4). The stage (ring 1, stage 1) also consists of eight 2:1Muxes namely R(1,3), R(1,4), F(1,3), F(1,4), U(1,3), U(1,4), B(1,3), andB(1,4). The 2:1 Mux R(1,3) has two inputs namely Ri(1,3) and Bo(1,3) andhas one output Ro(1,3). The 2:1 Mux R(1,4) has two inputs namely Ri(1,4)and Bo(1,4) and has one output Ro(1,4). The 2:1 Mux F(1,3) has twoinputs namely Ro(1,3) and Ro(1,4) and has one output Fo(1,3). The 2:1Mux F(1,4) has two inputs namely Ro(1,3) and Ro(1,4) and has one outputFo(1,4).

The 2:1 Mux U(1,3) has two inputs namely Ui(1,3) and Fo(1,3) and has oneoutput Uo(1,3). The 2:1 Mux U(1,4) has two inputs namely Ui(1,4) andFo(1,4) and has one output Uo(1,4). The 2:1 Mux B(1,3) has two inputsnamely Uo(1,3) and Uo(1,4) and has one output Bo(1,3). The 2:1 MuxB(1,4) has two inputs namely Uo(1,3) and Uo(1,4) and has one outputBo(1,4).

The output Fo(1,1) of the stage (ring 1, stage 0) is connected to theinput Ri(1,3) of the stage (ring 1, stage 1) which is called hereinafteran internal connection between two successive stages of a ring. And theoutput Bo(1,3) of the stage (ring 1, stage 1) is connected to the inputUi(1,1) of the stage (ring 1, stage 0), is another internal connectionbetween stage 0 and stage 1 of the ring 1.

The stage (ring 1, stage “m−1”) consists of 4 inputs namely Fi(1,2m−1),Fi(1,2m), Ui(1,2m−1), and Ui(1,2m); and 4 outputs Bo(1,2m−1), Bo(1,2m),Fo(1,2m−1), and Fo(1,2m). The stage (ring 1, stage “m−1’) also consistsof six 2:1 Muxes namely F(1,2m−1), F(1,2m), U(1,2m−1), U(1,2m),B(1,2m−1), and B(1,2m). The 2:1 Mux F(1,2m−1) has two inputs namelyFi(1,2m−1) and Fi(1,2m) and has one output Fo(1,2m−1). The 2:1 MuxF(1,2m) has two inputs namely Fi(1,2m−1) and Fi(1,2m) and has one outputFo(1,2m).

The 2:1 Mux U(1,2m−1) has two inputs namely Ui(1,2m−1) and Fo(1,2m−1)and has one output Uo(1,2m−1). The 2:1 Mux U(1,2m) has two inputs namelyUi(1,2m) and Fo(1,2m) and has one output Uo(1,2m). The 2:1 Mux B(1,2m−1)has two inputs namely Uo(1,2m−1) and Uo(1,2m) and has one outputBo(1,2m−1). The 2:1 Mux B(1,2m) has two inputs namely Uo(1,2m−1) andUo(1,2m) and has one output Bo(1,2m).

The stage (ring 1, stage “m”) consists of 4 inputs namely Fi(1,2m+1),Fi(1,2m+2), Ui(1,2m+1), and Ui(1,2m+2); and 4 outputs Bo(1,2m+1),Bo(1,2m+2), Fo(1,2m+1), and Fo(1,2m+2). The stage (ring 1, stage “m”)also consists of six 2:1 Muxes namely F(1,2m+1), F(1,2m+2), U(1,2m+1),U(1,2m+2), B(1,2m+1), and B(1,2m+2). The 2:1 Mux F(1,2m+1) has twoinputs namely Fi(1,2m+1) and Fi(1,2m+2) and has one output Fo(1,2m+1).The 2:1 Mux F(1,2m+2) has two inputs namely Fi(1,2m+1) and Fi(1,2m+2)and has one output Fo(1,2m+2).

The 2:1 Mux U(1,2m+1) has two inputs namely Ui(1,2m+1) and Fo(1,2m+1)and has one output Uo(1,2m+1). The 2:1 Mux U(1,2m+2) has two inputsnamely Ui(1,2m+2) and Fo(1,2m+2) and has one output Uo(1,2m+2). The 2:1Mux B(1,2m+1) has two inputs namely Uo(1,2m+1) and Uo(1,2m+2) and hasone output Bo(1,2m+1). The 2:1 Mux B(1,2m+2) has two inputs namelyUo(1,2m+1) and Uo(1,2m+2) and has one output Bo(1,2m+2).

The output Fo(1,2m−1) of the stage (ring 1, stage “m−1”) is connected tothe input Fi(1,2m+1) of the stage (ring 1, stage “m”), is an internalconnection between stage “m−1” and stage “m” of the ring 1. And theoutput Bo(1,2m+1) of the stage (ring 1, stage “m”) is connected to theinput Ui(1,2m−1) of the stage (ring 1, stage “m−1”), is another internalconnection between stage “m−1” and stage “m” of the ring 1

Just the same way the stages (ring 1, stage 0), (ring 1, stage 1), thereare also stages (ring 1, stage 2), (ring 1, stage 3), . . . (ring 1,stage “m−1”), (ring 1, stage “m”) in that order, where the stages from(ring 1, stage 2), (ring 1, stage 3), . . . , (ring 1, stage “m−2”) arenot shown in the diagram 100B. Just the same way the two successivestages (ring 1, stage 0) and (ring 1, stage 1) have internal connectionsbetween them as described before, any two successive stages have similarinternal connections. For example (ring 1, stage 1) and (ring 1, stage2) have similar internal connections and (ring 1, stage “m−2”) and (ring1, stage “m−1”) have similar internal connections.

Stage (ring 1, stage 0) is also called hereinafter the “entry stage” or“first stage” of ring 1, since inlet links and outlet links of thecomputational block are directly connected to stage (ring 1, stage 0).Also stage (ring 1, stage “m”) is hereinafter the “last stage” or “rootstage” of ring 1.

The stage (ring 2, stage 0) consists of 4 inputs namely Fi(2,1),Fi(2,2), Ui(2,1), and Ui(2,2); and 4 outputs Bo(2,1), Bo(2,2), Fo(2,1),and Fo(2,2). The stage (ring 2, stage 0) also consists of six 2:1 Muxesnamely F(2,1), F(2,2), U(2,1), U(2,2), B(2,1), and B(2,2). The 2:1 MuxF(2,1) has two inputs namely Fi(2,1) and Fi(2,2) and has one outputFo(2,1). The 2:1 Mux F(2,2) has two inputs namely Fi(2,1) and Fi(2,2)and has one output Fo(2,2).

The 2:1 Mux U(2,1) has two inputs namely Ui(2,1) and Fo(2,1) and has oneoutput Uo(2,1). The 2:1 Mux U(2,2) has two inputs namely Ui(2,2) andFo(2,2) and has one output Uo(2,2). The 2:1 Mux B(2,1) has two inputsnamely Uo(2,1) and Uo(2,2) and has one output Bo(2,1). The 2:1 MuxB(2,2) has two inputs namely Uo(2,1) and Uo(2,2) and has one outputBo(2,2).

The stage (ring 2, stage 1) consists of 4 inputs namely Fi(2,3),Fi(2,4), Ui(2,3), and Ui(2,4); and 4 outputs Bo(2,3), Bo(2,4), Fo(2,3),and Fo(2,4). The stage (ring 2, stage 1) also consists of six 2:1 Muxesnamely F(2,3), F(2,4), U(2,3), U(2,4), B(2,3), and B(2,4). The 2:1 MuxF(2,3) has two inputs namely Fi(2,3) and Fi(2,4) and has one outputFo(2,3). The 2:1 Mux F(2,4) has two inputs namely Fi(2,3) and Fi(2,4)and has one output Fo(2,4).

The 2:1 Mux U(2,3) has two inputs namely Ui(2,3) and Fo(2,3) and has oneoutput Uo(2,3). The 2:1 Mux U(2,4) has two inputs namely Ui(2,4) andFo(2,4) and has one output Uo(2,4). The 2:1 Mux B(2,3) has two inputsnamely Uo(2,3) and Uo(2,4) and has one output Bo(2,3). The 2:1 MuxB(2,4) has two inputs namely Uo(2,3) and Uo(2,4) and has one outputBo(2,4).

The output Fo(2,1) of the stage (ring 2, stage 0) is connected to theinput Fi(2,3) of the stage (ring 2, stage 1), is an internal connectionbetween stage 0 and stage 1 of the ring 2. And the output Bo(2,3) of thestage (ring 2, stage 1) is connected to the input Ui(2,1) of the stage(ring 2, stage 0), is another internal connection between stage 0 andstage 1 of the ring 1.

The stage (ring 2, stage “n−1”) consists of 4 inputs namely Ri(2,2n−1),Ri(2,2n), Ui(1,2n−1), and Ui(1,2n); and 4 outputs Bo(1,2n−1), Bo(1,2n),Fo(1,2n−1), and Fo(1,2n). The stage (ring 2, stage “n−1’) also consistsof eight 2:1 Muxes namely R(2,2n−1), R(2,2n), F(2,2n−1), F(1,2n),U(1,2n−1), U(1,2n), B(1,2n−1), and B(1,2n). The 2:1 Mux R(2,2n−1) hastwo inputs namely Ri(2,2n−1) and Bo(2,2n−1) and has one outputRo(2,2n−1). The 2:1 Mux R(2,2n) has two inputs namely Ri(2,2n) andBo(2,2n) and has one output Ro(2,2n). The 2:1 Mux F(2,2n−1) has twoinputs namely Ro(2,2n−1) and Ro(2,2n) and has one output Fo(2,2n−1). The2:1 Mux F(2,2n) has two inputs namely Ro(2,2n−1) and Ro(2,2n) and hasone output Fo(2,2n).

The 2:1 Mux U(2,2n−1) has two inputs namely Ui(2,2n−1) and Fo(2,2n−1)and has one output Uo(2,2n−1). The 2:1 Mux U(2,2n) has two inputs namelyUi(2,2n) and Fo(2,2n) and has one output Uo(2,2n). The 2:1 Mux B(2,2n−1)has two inputs namely Uo(2,2n−1) and Uo(2,2n) and has one outputBo(2,2n−1). The 2:1 Mux B(2,2n) has two inputs namely Uo(2,2n−1) andUo(2,2n) and has one output Bo(2,2n).

The stage (ring 2, stage “n”) consists of 4 inputs namely Ri(2,2n+1),Ri(2,2n+2), Ui(2,2n+1), and Ui(2,2n+2); and 4 outputs Bo(2,2n+1),Bo(2,2n+2), Fo(2,2n+1), and Fo(2,2n+2). The stage (ring 2, stage “n”)also consists of eight 2:1 Muxes namely R(2,2n+1), R(2,2n+2), F(2,2n+1),F(2,2n+2), U(2,2n+1), U(2,2n+2), B(2,2n+1), and B(2,2n+2). The 2:1 MuxR(2,2n+1) has two inputs namely Ri(2,2n+1) and Bo(2,2n+1) and has oneoutput Ro(2,2n+1). The 2:1 Mux R(2,2n+2) has two inputs namelyRi(2,2n+2) and Bo(2,2n+2) and has one output Ro(2,2n+2). The 2:1 MuxF(2,2n+1) has two inputs namely Ro(2,2n+1) and Ro(2,2n+2) and has oneoutput Fo(2,2n+1). The 2:1 Mux F(2,2n+2) has two inputs namelyRo(2,2n+1) and Ro(2,2n+2) and has one output Fo(2,2n+2).

The 2:1 Mux U(2,2n+1) has two inputs namely Ui(2,2n+1) and Fo(2,2n+1)and has one output Uo(2,2n+1). The 2:1 Mux U(2,2n+2) has two inputsnamely Ui(2,2n+2) and Fo(2,2n+2) and has one output Uo(2,2n+2). The 2:1Mux B(2,2n+1) has two inputs namely Uo(2,2n+1) and Uo(2,2n+2) and hasone output Bo(2,2n+1). The 2:1 Mux B(2,2n+2) has two inputs namelyUo(2,2n+1) and Uo(2,2n+2) and has one output Bo(2,2n+2).

The output Fo(2,2n−1) of the stage (ring 2, stage “n−1”) is connected tothe input Ri(2,2n+1) of the stage (ring 2, stage “n”), is an internalconnection between stage “n−1” and stage “n” of the ring 1. And theoutput Bo(2,2n+1) of the stage (ring 2, stage “n”) is connected to theinput Ui(2,2n−1) of the stage (ring 2, stage “n−1”), is another internalconnection between stage “n−1” and stage “n” of the ring 1.

Each stage of any ring of the partial multi-stage hierarchical networkV_(Comb)(N₁,N₂d,s) 100B consists of 4 inputs and 2*d=4 outputs. Eventhough the stages (ring 1, stage 0), (ring 1, stage 1), (ring 2, stage“n−1”), and (ring 2, stage “n”) each have eight 2:1 muxes, and thestages (ring 2, stage 0), (ring 2, stage 1), (ring 1, stage “m−1”), and(ring 1, stage “m”) each have six 2:1 muxes, in other embodiments any ofthese stages can be one of the four by four switch diagrams namely 200Aof FIG. 2A, 200B of FIG. 2B, 200C of FIG. 2C, and one of the eight byfour switch diagrams namely 200E of FIG. 2E.

In general, any ring of the partial multi-stage hierarchical networkV_(Comb)(N₁,N₂d,s) may have inputs and outputs connected fromcomputational block from either only from left-hand side as in thepartial multi-stage hierarchical network V_(Comb)(N₁,N₂d,s) 100A; oronly from right-hand side; or from both left-hand and right-hand sidesas in the partial multi-stage hierarchical network V_(Comb)(N₁,N₂d,s)100B.

FIG. 2A illustrates a stage (ring “k”, stage “m”) 200A consists of 4inputs namely Fi(k,2m+1), Fi(k,2m+2), Ui(k,2m+1), and Ui(k,2m+2); and 4outputs Bo(k,2m+1), Bo(k,2m+2), Fo(k,2m+1), and Fo(k,2m+2). The stage(ring “k”, stage “m”) also consists of six 2:1 Muxes namely F(k,2m+1),F(k,2m+2), U(k,2m+1), U(k,2m+2), B(k,2m+1), and B(k,2m+2). The 2:1 MuxF(k,2m+1) has two inputs namely Fi(k,2m+1) and Fi(k,2m+2) and has oneoutput Fo(k,2m+1). The 2:1 Mux F(k,2m+2) has two inputs namelyFi(k,2m+1) and Fi(k,2m+2) and has one output Fo(k,2m+2).

The 2:1 Mux U(k,2m+1) has two inputs namely Ui(k,2m+1) and Fo(k,2m+1)and has one output Uo(k,2m+1). The 2:1 Mux U(k,2m+2) has two inputsnamely Ui(k,2m+2) and Fo(k,2m+2) and has one output Uo(k,2m+2). The 2:1Mux B(k,2m+1) has two inputs namely Uo(k,2m+1) and Uo(k,2m+2) and hasone output Bo(k,2m+1). The 2:1 Mux B(k,2m+2) has two inputs namelyUo(k,2m+1) and Uo(k,2m+2) and has one output Bo(k,2m+2).

FIG. 2B illustrates a stage (ring “k”, stage “m”) 200B consists of 4inputs namely Ri(k,2m+1), Ri(k,2m+2), Ui(k,2m+1), and Ui(k,2m+2); and 4outputs Bo(k,2m+1), Bo(k,2m+2), Fo(k,2m+1), and Fo(k,2m+2). The stage(ring “k”, stage “m”) also consists of eight 2:1 Muxes namely R(k,2m+1),R(k,2m+2), F(k,2m+1), F(k,2m+2), U(k,2m+1), U(k,2m+2), B(k,2m+1), andB(k,2m+2). The 2:1 Mux R(k,2m+1) has two inputs namely Ri(k,2m+1) andBo(k,2m+1) and has one output Ro(k,2m+1). The 2:1 Mux R(k,2m+2) has twoinputs namely Ri(k,2m+2) and Bo(k,2m+2) and has one output Ro(k,2m+2).The 2:1 Mux F(k,2m+1) has two inputs namely Ro(k,2m+1) and Ro(k,2m+2)and has one output Fo(k,2m+1). The 2:1 Mux F(k,2m+2) has two inputsnamely Ro(k,2m+1) and Ro(k,2m+2) and has one output Fo(k,2m+2).

The 2:1 Mux U(k,2m+1) has two inputs namely Ui(k,2m+1) and Fo(k,2m+1)and has one output Uo(k,2m+1). The 2:1 Mux U(k,2m+2) has two inputsnamely Ui(k,2m+2) and Fo(k,2m+2) and has one output Uo(k,2m+2). The 2:1Mux B(k,2m+1) has two inputs namely Uo(k,2m+1) and Uo(k,2m+2) and hasone output Bo(k,2m+1). The 2:1 Mux B(k,2m+2) has two inputs namelyUo(k,2m+1) and Uo(k,2m+2) and has one output Bo(k,2m+2).

FIG. 2C illustrates a stage (ring “k”, stage “m”) 200C consists of 4inputs namely Fi(k,2m+1), Fi(k,2m+2), Bi(k,2m+1), and Bi(k,2m+2); and 4outputs Bo(k,2m+1), Bo(k,2m+2), Fo(k,2m+1), and Fo(k,2m+2). The stage(ring “k”, stage “m”) also consists of four 2:1 Muxes namely F(k,2m+1),F(k,2m+2), B(k,2m+1), and B(k,2m+2). The 2:1 Mux F(k,2m+1) has twoinputs namely Fi(k,2m+1) and Fi(k,2m+2) and has one output Fo(k,2m+1).The 2:1 Mux F(k,2m+2) has two inputs namely Fi(k,2m+1) and Fi(k,2m+2)and has one output Fo(k,2m+2).

The 2:1 Mux B(k,2m+1) has two inputs namely Bi(k,2m+1) and Bi(k,2m+2)and has one output Bo(k,2m+1). The 2:1 Mux B(k,2m+2) has two inputsnamely Bi(k,2m+1) and Bi(k,2m+2) and has one output Bo(k,2m+2).

However the stage “m+1” of ring “k” with “m+1” stages of the partialmulti-stage hierarchical network V_(Comb)(N₁,N₂d,s), in anotherembodiment, may have 2 inputs and 2 outputs as shown in diagram 200D inFIG. 2D. FIG. 2D illustrates a stage (ring “k”, stage “m”) 200D consistsof 2 inputs namely Fi(k,2m+1) and Fi(k,2m+2); and 2 outputs Fo(k,2m+1)and Fo(k,2m+2). The stage (ring “k”, stage “m”) also consists of two 2:1Muxes namely F(k,2m+1), F(k,2m+2). The 2:1 Mux F(k,2m+1) has two inputsnamely Fi(k,2m+1) and Fi(k,2m+2) and has one output Fo(k,2m+1). The 2:1Mux F(k,2m+2) has two inputs namely Fi(k,2m+1) and Fi(k,2m+2) and hasone output Fo(k,2m+2). A stage with d=2 inputs and d=2 outputs istypically the “last stage” or “root stage” of ring.

However the stage “m+1” of ring “k” with “m+1” stages of the partialmulti-stage hierarchical network V_(Comb)(N₁,N₂d,s), in anotherembodiment, may have 8 inputs and 2 outputs as shown in diagram 200E inFIG. 2E. FIG. 2E illustrates a stage (ring “k”, stage “m”) 200E consistsof 8 inputs namely Ri(k,2m+1), Ri(k,2m+2), Ui(k,2m+1), Ui(k,2m+2), J, K,L, and M; and 4 outputs Bo(k,2m+1), Bo(k,2m+2), Fo(k,2m+1), andFo(k,2m+2). The stage (ring “k”, stage “m”) also consists of eight 2:1Muxes namely R(k,2m+1), R(k,2m+2), F(k,2m+1), F(k,2m+2), U(k,2m+1),U(k,2m+2), B(k,2m+1), and B(k,2m+2). The 2:1 Mux R(k,2m+1) has twoinputs namely Ri(k,2m+1) and J, and has one output Ro(k,2m+1). The 2:1Mux R(k,2m+2) has two inputs namely Ri(k,2m+2) and K, and has one outputRo(k,2m+2). The 2:1 Mux F(k,2m+1) has two inputs namely Ro(k,2m+1) andUo(k,2m+2), and has one output Fo(k,2m+1). The 2:1 Mux F(k,2m+2) has twoinputs namely Ro(k,2m+2) and Uo(k,2m+1), and has one output Fo(k,2m+2).

The 2:1 Mux U(k,2m+1) has two inputs namely Ui(k,2m+1) and L, and hasone output Uo(k,2m+1). The 2:1 Mux U(k,2m+2) has two inputs namelyUi(k,2m+2) and M, and has one output Uo(k,2m+2). The 2:1 Mux B(k,2m+1)has two inputs namely Uo(k,2m+1) and Ro(k,2m+2), and has one outputBo(k,2m+1). The 2:1 Mux B(k,2m+2) has two inputs namely Uo(k,2m+2) andRo(k,2m+1), and has one output Bo(k,2m+2). In different embodiments theinputs J, K, L, and M are connected from any of the outputs of any otherstages of any ring of any block of the multi-stage hierarchical networkV_(Comb)(N₁,N₂d,s).

The number of stages in a ring of any block may not be equal to thenumber of stages in any other ring of the same of block or any ring ofany other block of the multi-stage hierarchical networkV_(Comb)(N₁,N₂d,s). For example the number of stages in ring 1 of thepartial multi-stage hierarchical network V_(Comb)(N₁,N₂d,s) 100A or ofthe partial multi-stage hierarchical network V_(Comb) (N₁,N₂d,s) 100B isdenoted by “m” and the number of stages in ring 2 of the partialmulti-stage hierarchical network is denoted by “n”, and so “m” may ormay not be equal to “n”. Similarly the number of stages in ring 2corresponding to block (3,3) of 2D-grid 800 may not be equal to thenumber of stages in ring 2 corresponding to block (6,9) of 2D-grid 800.

Even though the number of inlet links to the computational block is fourand the number of outlet links to the computational block is two in thepartial multi-stage hierarchical network V_(Comb)(N₁,N₂d,s) 100A and thenumber of inlet links to the computational block is eight and the numberof outlet links to the computational block is four in the partialmulti-stage hierarchical network V_(Comb)(N₁,N₂d,s) 100B, in otherembodiments the number of inlet links to the computational block may beany arbitrary number and the number of outlet links to the computationalblock may also be another arbitrary number. However the number of ringscorresponding to the partial multi-stage hierarchical networkV_(Comb)(N₁,N₂d,s) of a block is generally equal to the number of inletlinks to the computational block divided by d=2 if the inputs andoutputs are connected either only from left-hand side or only fromright-hand side, if the number of inlet links to the computational blockis greater than or equal to the number of outlet links to thecomputational block. In such a case one or more of the outlet links tothe computational block are connected to more than one inlet links ofthe partial multi-stage hierarchical network V_(Comb)(N₁,N₂d,s)corresponding to a block. Similarly the number of rings corresponding tothe partial multi-stage hierarchical network V_(Comb)(N₁,N₂d,s) of ablock is generally equal to the number of inlet links to thecomputational block divided by 2*d=4 if the inputs and outputs areconnected from both left-hand side and from right-hand side, if thenumber of inlet links to the computational block is greater than orequal to the number of outlet links to the computational block.

Otherwise the number of rings corresponding to the partial multi-stagehierarchical network V_(Comb)(N₁,N₂d,s) of a block is generally equal tothe number of outlet links to the computational block divided by d=2 ifthe inputs and outputs are connected either only from left-hand side oronly from right-hand side, if the number of outlet links to thecomputational block is greater than the number of inlet links to thecomputational block. In such a case one or more of the outlet links ofthe partial multi-stage hierarchical network V_(Comb)(N₁,N₂d,s)corresponding to a block are connected to more than one inlet link ofthe computational block. Similarly the number of rings corresponding tothe partial multi-stage hierarchical network V_(Comb)(N₁,N₂d,s) of ablock is generally equal to the number of outlet links to thecomputational block divided by 2*d=4 if the inputs and outputs areconnected from both left-hand side and from right-hand side, if thenumber of outlet links to the computational block is greater than orequal to the number of inlet links to the computational block.

In another embodiment, the number of inlet links to the computationalblock corresponding to a block of 2D-grid of blocks may or may not beequal to the number of inlet links to the computational blockcorresponding to another block. Similarly the number of outlet links tothe computational block corresponding to a block of 2D-grid of blocksmay or may not be equal to the number of outlet links to thecomputational block corresponding to another block. Hence the totalnumber of rings of the partial multi-stage hierarchical networkV_(Comb)(N₁,N₂d,s) corresponding to a block of 2D-grid of blocks may ormay not be equal to the partial multi-stage hierarchical networkV_(Comb)(N₁,N₂d,s) corresponding to another block. For example the totalnumber of rings corresponding to block (4,5) of 2D-grid 800 may be twoand the total number of rings in block (5,4) of 2D-grid 800 may bethree.

A multi-stage hierarchical network can be represented with the notationV_(Comb)(N₁,N₂d,s), where N₁, represents the total number of inlet linksof the complete multi-stage hierarchical network and N₂ represents thetotal number of outlet links of the complete multi-stage hierarchicalnetwork, d represents the number of inlet links of any ring in any blockof the complete multi-stage hierarchical network either from onlyleft-hand side or only right-hand side, or equivalently the number ofoutlet links of any ring in any block of the complete multi-stagehierarchical network either from only left-hand side or only right-handside, (in general d≥2), and when the inputs and outputs are connectedfrom left-hand side, s is the ratio of number of outgoing links fromeach stage 0 of any ring in any block to the number of inlet links ofany ring in any block of the complete multi-stage hierarchical network(for example the complete multi-stage hierarchical network correspondingto V_(Comb)(N₁,N₂d,s) 100A in FIG. 1A, N₁=200, N₂=400, d=2, s=1). Also amulti-stage hierarchical network where N₁=N₂=N is represented asV_(Comb) (N,d,s).

The diagram 300A of FIG. 3A, 300B of FIG. 3B, 400 of FIG. 4, 500 of FIG.5, and 600 of FIG. 6 are different embodiments of all the connectionsbetween two arbitrary successive stages in two different rings of thesame block or two different rings of different blocks of 2D-grid 800.Referring to diagram 300A in FIG. 3A illustrates all the connectionsbetween two arbitrary successive stages of a ring namely the stages(ring “x”, stage “p”) and (ring “x”, stage “p+1”) and two otherarbitrary successive stages of any other ring namely the stages (ring“y”, stage “q”) and (ring “y”, stage “q+1”), of the complete multi-stagehierarchical network V_(Comb)(N₁,N₂d,s).

The stage (ring “x”, stage “p”) consists of 4 inputs namely Ri(x,2p+1),Ri(x,2p+2), Ui(x,2p+1), and Ui(x,2p+2); and 4 outputs Bo(x,2p+1),Bo(x,2p+2), Fo(x,2p+1), and Fo(x,2p+2). The stage (ring “x”, stage “p’)also consists of eight 2:1 Muxes namely R(x,2p+1), R(x,2p+2), F(x,2p+1),F(x,2p+2), U(x,2p+1), U(x,2p+2), B(x,2p+1), and B(x,2p+2). The 2:1 MuxR(x,2p+1) has two inputs namely Ri(x,2p+1) and Bo(x,2p+1) and has oneoutput Ro(x,2p+1). The 2:1 Mux R(x,2p+2) has two inputs namelyRi(x,2p+2) and Bo(x,2p+2) and has one output Ro(x,2p+2). The 2:1 MuxF(x,2p+1) has two inputs namely Ro(x,2p+1) and Ro(x,2p+2) and has oneoutput Fo(x,2p+1). The 2:1 Mux F(x,2p+2) has two inputs namelyRo(x,2p+1) and Ro(x,2p+2) and has one output Fo(x,2p+2).

The 2:1 Mux U(x,2p+1) has two inputs namely Ui(x,2p+1) and Fo(x,2p+1)and has one output Uo(x,2p+1). The 2:1 Mux U(x,2p+2) has two inputsnamely Ui(x,2p+2) and Fo(x,2p+2) and has one output Uo(x,2p+2). The 2:1Mux B(x,2p+1) has two inputs namely Uo(x,2p+1) and Uo(x,2p+2) and hasone output Bo(x,2p+1). The 2:1 Mux B(x,2p+2) has two inputs namelyUo(x,2p+1) and Uo(x,2p+2) and has one output Bo(x,2p+2).

The stage (ring “x”, stage “p+1”) consists of 4 inputs namelyRi(x,2p+3), Ri(x,2p+4), Ui(x,2p+3), and Ui(x,2p+4); and 4 outputsBo(x,2p+3), Bo(x,2p+4), Fo(x,2p+3), and Fo(x,2p+4). The stage (ring “x”,stage “p+1”) also consists of eight 2:1 Muxes namely R(x,2p+3),R(x,2p+4), F(x,2p+3), F(x,2p+4), U(x,2p+3), U(x,2p+4), B(x,2p+3), andB(x,2p+4). The 2:1 Mux R(x,2p+3) has two inputs namely Ri(x,2p+3) andBo(x,2p+3) and has one output Ro(x,2p+3). The 2:1 Mux R(x,2p+4) has twoinputs namely Ri(x,2p+4) and Bo(x,2p+4) and has one output Ro(x,2p+4).The 2:1 Mux F(x,2p+3) has two inputs namely Ro(x,2p+3) and Ro(x,2p+4)and has one output Fo(x,2p+3). The 2:1 Mux F(x,2p+4) has two inputsnamely Ro(x,2p+3) and Ro(x,2p+4) and has one output Fo(x,2p+4).

The 2:1 Mux U(x,2p+3) has two inputs namely Ui(x,2p+3) and Fo(x,2p+3)and has one output Uo(x,2p+3). The 2:1 Mux U(x,2p+4) has two inputsnamely Ui(x,2p+4) and Fo(x,2p+4) and has one output Uo(x,2p+4). The 2:1Mux B(x,2p+3) has two inputs namely Uo(x,2p+3) and Uo(x,2p+4) and hasone output Bo(x,2p+3). The 2:1 Mux B(x,2p+4) has two inputs namelyUo(x,2p+3) and Uo(x,2p+4) and has one output Bo(x,2p+4).

The output Fo(x,2p+1) of the stage (ring “x”, stage “p”) is connected tothe input Ri(x,2p+3) of the stage (ring “x”, stage “p+1”). And theoutput Bo(x,2p+3) of the stage (ring “x”, stage “p+1”) is connected tothe input Ui(x,2p+1) of the stage (ring “x”, stage “p”).

The stage (ring “y”, stage “q”) consists of 4 inputs namely Ri(y,2q+1),Ri(y,2q+2), Ui(y,2q+1), and Ui(y,2q+2); and 4 outputs Bo(y,2q+1),Bo(y,2q+2), Fo(y,2q+1), and Fo(y,2q+2). The stage (ring “y”, stage “q’)also consists of eight 2:1 Muxes namely R(y,2q+1), R(y,2q+2), F(y,2q+1),F(y,2q+2), U(y,2q+1), U(y,2q+2), B(y,2q+1), and B(y,2q+2). The 2:1 MuxR(y,2q+1) has two inputs namely Ri(y,2q+1) and Bo(y,2q+1) and has oneoutput Ro(y,2q+1). The 2:1 Mux R(y,2q+2) has two inputs namelyRi(y,2q+2) and Bo(y,2q+2) and has one output Ro(y,2q+2). The 2:1 MuxF(y,2q+1) has two inputs namely Ro(y,2q+1) and Ro(y,2q+2) and has oneoutput Fo(y,2q+1). The 2:1 Mux F(y,2q+2) has two inputs namelyRo(y,2q+1) and Ro(y,2q+2) and has one output Fo(y,2q+2).

The 2:1 Mux U(y,2q+1) has two inputs namely Ui(y,2q+1) and Fo(y,2q+1)and has one output Uo(y,2q+1). The 2:1 Mux U(y,2q+2) has two inputsnamely Ui(y,2q+2) and Fo(y,2q+2) and has one output Uo(y,2q+2). The 2:1Mux B(y,2q+1) has two inputs namely Uo(y,2q+1) and Uo(y,2q+2) and hasone output Bo(y,2q+1). The 2:1 Mux B(y,2q+2) has two inputs namelyUo(y,2q+1) and Uo(y,2q+2) and has one output Bo(y,2q+2).

The stage (ring “y”, stage “q+1”) consists of 4 inputs namelyRi(y,2q+3), Ri(y,2q+4), Ui(y,2q+3), and Ui(y,2q+4); and 4 outputsBo(y,2q+3), Bo(y,2q+4), Fo(y,2q+3), and Fo(y,2q+4). The stage (ring “y”,stage “q+1”) also consists of eight 2:1 Muxes namely R(y,2q+3),R(y,2q+4), F(y,2q+3), F(y,2q+4), U(y,2q+3), U(y,2q+4), B(y,2q+3), andB(y,2q+4). The 2:1 Mux R(y,2q+3) has two inputs namely Ri(y,2q+3) andBo(y,2q+3) and has one output Ro(y,2q+3). The 2:1 Mux R(y,2q+4) has twoinputs namely Ri(y,2q+4) and Bo(y,2q+4) and has one output Ro(y,2q+4).The 2:1 Mux F(y,2q+3) has two inputs namely Ro(y,2q+3) and Ro(y,2q+4)and has one output Fo(y,2q+3). The 2:1 Mux F(y,2q+4) has two inputsnamely Ro(y,2q+3) and Ro(y,2q+4) and has one output Fo(y,2q+4).

The 2:1 Mux U(y,2q+3) has two inputs namely Ui(y,2q+3) and Fo(y,2q+3)and has one output Uo(y,2q+3). The 2:1 Mux U(y,2q+4) has two inputsnamely Ui(y,2q+4) and Fo(y,2q+4) and has one output Uo(y,2q+4). The 2:1Mux B(y,2q+3) has two inputs namely Uo(y,2q+3) and Uo(y,2q+4) and hasone output Bo(y,2q+3). The 2:1 Mux B(y,2q+4) has two inputs namelyUo(y,2q+3) and Uo(y,2q+4) and has one output Bo(y,2q+4).

The output Fo(y,2q+1) of the stage (ring “y”, stage “q”) is connected tothe input Ri(y,2q+3) of the stage (ring “y”, stage “q+1”). And theoutput Bo(y,2q+3) of the stage (ring “y”, stage “q+1”) is connected tothe input Ui(y,2q+1) of the stage (ring “y”, stage “q”).

The output Fo(x,2p+2) of the stage (ring “x”, stage “p”) is connectedvia the wire Hop(1,1) to the input Ri(y,2q+4) of the stage (ring “y”,stage “q+1”). The output Bo(x,2p+4) of the stage (ring “x”, stage “p+1”)is connected via the wire Hop(1,2) to the input Ui(y,2q+2) of the stage(ring “y”, stage “q”).

The output Fo(y,2q+2) of the stage (ring “y”, stage “q”) is connectedvia the wire Hop(2,1) to the input Ri(x,2p+4) of the stage (ring “x”,stage “p+1”). The output Bo(y,2q+4) of the stage (ring “y”, stage “q+1”)is connected via the wire Hop(2,2) to the input Ui(x,2p+2) of the stage(ring “x”, stage “p”).

Ring “x” and ring “y” may or may not belong to the same block of thecomplete multi-stage hierarchical network V_(Comb)(N₁,N₂d,s). If ring“x” and ring “y” belong to the same block of the complete multi-stagehierarchical network V_(Comb)(N₁,N₂d,s), then the wires Hop(1,1),Hop(1,2), Hop(2,1), and Hop(2,2) are hereinafter called “internal hopwires”. For example if “x=2” and “y=3” and both the ring 2 and ring 3belong to the same block (9,9) of 2D-grid 800, then the wires Hop(1,1),Hop(1,2), Hop(2,1), and Hop(2,2) are “internal hop wires”.

If ring “x” and ring “y” belong to the different blocks of the completemulti-stage hierarchical network V_(Comb)(N₁,N₂d,s), then the wiresHop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2) are hereinafter called“external hop wires”. The external hop wires Hop(1,1), Hop(1,2),Hop(2,1), and Hop(2,2) may be horizontal wires or vertical wires. Thelength of the external hop wires is manhattan distance between thecorresponding blocks, hereinafter “hop length”. For example if ring “x”belongs to block (1,1) and ring “y” belongs to block (1,6) of 2D-grid800 then the external hop wires are hereinafter called “horizontalexternal hop wires”. And the hop length of the horizontal hop wiresHop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2) is given by 6−1=5. Similarlyif ring “x” and ring “y” belong to two blocks in the same horizontal rowof 2D-grid 800, then the wires Hop(1,1), Hop(1,2), Hop(2,1), andHop(2,2) are horizontal external hop wires.

For example if ring “x” belongs to block (1,1) and ring “y” belongs toblock (9,1) of 2D-grid 800 then the external hop wires are hereinaftercalled “vertical external hop wires”. And the hop length of the verticalhop wires Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2) is given by 9−1=8.Similarly if ring “x” and ring “y” belong to two blocks in the samevertical column of 2D-grid 800, then the wires Hop(1,1), Hop(1,2),Hop(2,1), and Hop(2,2) are vertical external hop wires. External hopwires are typically horizontal or vertical according to the currentinvention.

Referring to diagram 300B in FIG. 3B illustrates all the connectionsbetween two arbitrary successive stages of a ring namely the stages(ring “x”, stage “p”) and (ring “x”, stage “p+1”) and two otherarbitrary successive stages of any other ring namely the stages (ring“y”, stage “q”) and (ring “y”, stage “q+1”), of the complete multi-stagehierarchical network V_(Comb)(N₁,N₂d,s).

The stage (ring “x”, stage “p”) consists of 8 inputs namely Ri(x,2p+1),Ri(x,2p+2), Ui(x,2p+1), Ui(x,2p+2), J1, K1, L1, and M1; and 4 outputsBo(x,2p+1), Bo(x,2p+2), Fo(x,2p+1), and Fo(x,2p+2). The stage (ring “x”,stage “p’) also consists of eight 2:1 Muxes namely R(x,2p+1), R(x,2p+2),F(x,2p+1), F(x,2p+2), U(x,2p+1), U(x,2p+2), B(x,2p+1), and B(x,2p+2).The 2:1 Mux R(x,2p+1) has two inputs namely Ri(x,2p+1) and J1, and hasone output Ro(x,2p+1). The 2:1 Mux R(x,2p+2) has two inputs namelyRi(x,2p+2) and K1, and has one output Ro(x,2p+2). The 2:1 Mux F(x,2p+1)has two inputs namely Ro(x,2p+1) and Uo(x,2p+2), and has one outputFo(x,2p+1). The 2:1 Mux F(x,2p+2) has two inputs namely Ro(x,2p+2) andUo(x,2p+1), and has one output Fo(x,2p+2).

The 2:1 Mux U(x,2p+1) has two inputs namely Ui(x,2p+1) and L1, and hasone output Uo(x,2p+1). The 2:1 Mux U(x,2p+2) has two inputs namelyUi(x,2p+2) and M1, and has one output Uo(x,2p+2). The 2:1 Mux B(x,2p+1)has two inputs namely Uo(x,2p+1) and Ro(x,2p+2), and has one outputBo(x,2p+1). The 2:1 Mux B(x,2p+2) has two inputs namely Uo(x,2p+2) andRo(x,2p+1), and has one output Bo(x,2p+2).

The stage (ring “x”, stage “p+1”) consists of 8 inputs namelyRi(x,2p+3), Ri(x,2p+4), Ui(x,2p+3), Ui(x,2p+4), J2, K2, L2, and M2; and4 outputs Bo(x,2p+3), Bo(x,2p+4), Fo(x,2p+3), and Fo(x,2p+4). The stage(ring “x”, stage “p+1”) also consists of eight 2:1 Muxes namelyR(x,2p+3), R(x,2p+4), F(x,2p+3), F(x,2p+4), U(x,2p+3), U(x,2p+4),B(x,2p+3), and B(x,2p+4). The 2:1 Mux R(x,2p+3) has two inputs namelyRi(x,2p+3) and J2, and has one output Ro(x,2p+3). The 2:1 Mux R(x,2p+4)has two inputs namely Ri(x,2p+4) and K2, and has one output Ro(x,2p+4).The 2:1 Mux F(x,2p+3) has two inputs namely Ro(x,2p+3) and Uo(x,2p+4),and has one output Fo(x,2p+3). The 2:1 Mux F(x,2p+4) has two inputsnamely Ro(x,2p+4) and Uo(x,2p+3), and has one output Fo(x,2p+4).

The 2:1 Mux U(x,2p+3) has two inputs namely Ui(x,2p+3) and L2, and hasone output Uo(x,2p+3). The 2:1 Mux U(x,2p+4) has two inputs namelyUi(x,2p+4) and M2, and has one output Uo(x,2p+4). The 2:1 Mux B(x,2p+3)has two inputs namely Uo(x,2p+3) and Ro(x,2p+4), and has one outputBo(x,2p+3). The 2:1 Mux B(x,2p+4) has two inputs namely Uo(x,2p+4) andRo(x,2p+3), and has one output Bo(x,2p+4).

The output Fo(x,2p+1) of the stage (ring “x”, stage “p”) is connected tothe input Ri(x,2p+3) of the stage (ring “x”, stage “p+1”). And theoutput Bo(x,2p+3) of the stage (ring “x”, stage “p+1”) is connected tothe input Ui(x,2p+1) of the stage (ring “x”, stage “p”).

The stage (ring “y”, stage “q”) consists of 8 inputs namely Ri(y,2q+1),Ri(y,2q+2), Ui(y,2q+1), Ui(y,2q+2), J3, K3, L3, and M3; and 4 outputsBo(y,2q+1), Bo(y,2q+2), Fo(y,2q+1), and Fo(y,2q+2). The stage (ring “y”,stage “q’) also consists of eight 2:1 Muxes namely R(y,2q+1), R(y,2q+2),F(y,2q+1), F(y,2q+2), U(y,2q+1), U(y,2q+2), B(y,2q+1), and B(y,2q+2).The 2:1 Mux R(y,2q+1) has two inputs namely Ri(y,2q+1) and J3, and hasone output Ro(y,2q+1). The 2:1 Mux R(y,2q+2) has two inputs namelyRi(y,2q+2) and K3, and has one output Ro(y,2q+2). The 2:1 Mux F(y,2q+1)has two inputs namely Ro(y,2q+1) and Uo(y,2q+2), and has one outputFo(y,2q+1). The 2:1 Mux F(y,2q+2) has two inputs namely Ro(y,2q+2) andUo(y,2q+1) and has one output Fo(y,2q+2).

The 2:1 Mux U(y,2q+1) has two inputs namely Ui(y,2q+1) and L3, and hasone output Uo(y,2q+1). The 2:1 Mux U(y,2q+2) has two inputs namelyUi(y,2q+2) and M3, and has one output Uo(y,2q+2). The 2:1 Mux B(y,2q+1)has two inputs namely Uo(y,2q+1) and Ro(y,2q+2), and has one outputBo(y,2q+1). The 2:1 Mux B(y,2q+2) has two inputs namely Uo(y,2q+2) andRo(y,2q+1), and has one output Bo(y,2q+2).

The stage (ring “y”, stage “q+1”) consists of 8 inputs namelyRi(y,2q+3), Ri(y,2q+4), Ui(y,2q+3), Ui(y,2q+4), J4, K4, L4, and M4; and4 outputs Bo(y,2q+3), Bo(y,2q+4), Fo(y,2q+3), and Fo(y,2q+4). The stage(ring “y”, stage “q+1”) also consists of eight 2:1 Muxes namelyR(y,2q+3), R(y,2q+4), F(y,2q+3), F(y,2q+4), U(y,2q+3), U(y,2q+4),B(y,2q+3), and B(y,2q+4). The 2:1 Mux R(y,2q+3) has two inputs namelyRi(y,2q+3) and J4, and has one output Ro(y,2q+3). The 2:1 Mux R(y,2q+4)has two inputs namely Ri(y,2q+4) and K4, and has one output Ro(y,2q+4).The 2:1 Mux F(y,2q+3) has two inputs namely Ro(y,2q+3) and Uo(y,2q+4),and has one output Fo(y,2q+3). The 2:1 Mux F(y,2q+4) has two inputsnamely Ro(y,2q+4) and Uo(y,2q+3), and has one output Fo(y,2q+4).

The 2:1 Mux U(y,2q+3) has two inputs namely Ui(y,2q+3) and L4, and hasone output Uo(y,2q+3). The 2:1 Mux U(y,2q+4) has two inputs namelyUi(y,2q+4) and M4, and has one output Uo(y,2q+4). The 2:1 Mux B(y,2q+3)has two inputs namely Uo(y,2q+3) and Ro(y,2q+4), and has one outputBo(y,2q+3). The 2:1 Mux B(y,2q+4) has two inputs namely Uo(y,2q+4) andRo(y,2q+3), and has one output Bo(y,2q+4).

The output Fo(y,2q+1) of the stage (ring “y”, stage “q”) is connected tothe input Ri(y,2q+3) of the stage (ring “y”, stage “q+1”). And theoutput Bo(y,2q+3) of the stage (ring “y”, stage “q+1”) is connected tothe input Ui(y,2q+1) of the stage (ring “y”, stage “q”).

The output Fo(x,2p+2) of the stage (ring “x”, stage “p”) is connectedvia the wire Hop(1,1) to the input Ri(y,2q+4) of the stage (ring “y”,stage “q+1”). The output Bo(x,2p+4) of the stage (ring “x”, stage “p+1”)is connected via the wire Hop(1,2) to the input Ui(y,2q+2) of the stage(ring “y”, stage “q”).

The output Fo(y,2q+2) of the stage (ring “y”, stage “q”) is connectedvia the wire Hop(2,1) to the input Ri(x,2p+4) of the stage (ring “x”,stage “p+1”). The output Bo(y,2q+4) of the stage (ring “y”, stage “q+1”)is connected via the wire Hop(2,2) to the input Ui(x,2p+2) of the stage(ring “x”, stage “p”).

In various embodiments, the inputs J1, K1, L1, and M1 are connected fromany of the outputs of any other stages of any ring of any block of themulti-stage hierarchical network V_(Comb)(N₁,N₂d,s). Similarly theinputs J2, K2, L2, and M2 are connected from any of the outputs of anyother stages of any ring of any block of the multi-stage hierarchicalnetwork V_(Comb)(N₁,N₂d,s). Similarly the inputs J3, K3, L3, and M3 areconnected from any of the outputs of any other stages of any ring of anyblock of the multi-stage hierarchical network V_(Comb)(N₁,N₂d,s).Finally the inputs J4, K4, L4, and M4 are connected from any of theoutputs of any other stages of any ring of any block of the multi-stagehierarchical network V_(Comb)(N₁,N₂d,s).

Referring to diagram 400 in FIG. 4, illustrates all the connectionsbetween two arbitrary successive stages of a ring namely the stages(ring “x”, stage “p”) and (ring “x”, stage “p+1”) and two otherarbitrary successive stages of any other ring namely the stages (ring“y”, stage “q”) and (ring “y”, stage “q+1”), of the complete multi-stagehierarchical network V_(Comn)(N₁,N₂d,s).

The stage (ring “x”, stage “p”) consists of 4 inputs namely Fi(x,2p+1),Fi(x,2p+2), Ui(x,2p+1), and Ui(x,2p+2); and 4 outputs Bo(x,2p+1),Bo(x,2p+2), Fo(x,2p+1), and Fo(x,2p+2). The stage (ring “x”, stage “p’)also consists of six 2:1 Muxes namely F(x,2p+1), F(x,2p+2), U(x,2p+1),U(x,2p+2), B(x,2p+1), and B(x,2p+2). The 2:1 Mux F(x,2p+1) has twoinputs namely Fi(x,2p+1) and Fi(x,2p+2) and has one output Fo(x,2p+1).The 2:1 Mux F(x,2p+2) has two inputs namely Fi(x,2p+1) and Fi(x,2p+2)and has one output Fo(x,2p+2).

The 2:1 Mux U(x,2p+1) has two inputs namely Ui(x,2p+1) and Fo(x,2p+1)and has one output Uo(x,2p+1). The 2:1 Mux U(x,2p+2) has two inputsnamely Ui(x,2p+2) and Fo(x,2p+2) and has one output Uo(x,2p+2). The 2:1Mux B(x,2p+1) has two inputs namely Uo(x,2p+1) and Uo(x,2p+2) and hasone output Bo(x,2p+1). The 2:1 Mux B(x,2p+2) has two inputs namelyUo(x,2p+1) and Uo(x,2p+2) and has one output Bo(x,2p+2).

The stage (ring “x”, stage “p+1”) consists of 4 inputs namelyFi(x,2p+3), Fi(x,2p+4), Ui(x,2p+3), and Ui(x,2p+4); and 4 outputsBo(x,2p+3), Bo(x,2p+4), Fo(x,2p+3), and Fo(x,2p+4). The stage (ring “x”,stage “p+1”) also consists of six 2:1 Muxes namely F(x,2p+3), F(x,2p+4),U(x,2p+3), U(x,2p+4), B(x,2p+3), and B(x,2p+4). The 2:1 Mux F(x,2p+3)has two inputs namely Fi(x,2p+3) and Fi(x,2p+4) and has one outputFo(x,2p+3). The 2:1 Mux F(x,2p+4) has two inputs namely Fi(x,2p+3) andFi(x,2p+4) and has one output Fo(x,2p+4).

The 2:1 Mux U(x,2p+3) has two inputs namely Ui(x,2p+3) and Fo(x,2p+3)and has one output Uo(x,2p+3). The 2:1 Mux U(x,2p+4) has two inputsnamely Ui(x,2p+4) and Fo(x,2p+4) and has one output Uo(x,2p+4). The 2:1Mux B(x,2p+3) has two inputs namely Uo(x,2p+3) and Uo(x,2p+4) and hasone output Bo(x,2p+3). The 2:1 Mux B(x,2p+4) has two inputs namelyUo(x,2p+3) and Uo(x,2p+4) and has one output Bo(x,2p+4).

The output Fo(x,2p+1) of the stage (ring “x”, stage “p”) is connected tothe input Fi(x,2p+3) of the stage (ring “x”, stage “p+1”). And theoutput Bo(x,2p+3) of the stage (ring “x”, stage “p+1”) is connected tothe input Ui(x,2p+1) of the stage (ring “x”, stage “p”).

The stage (ring “y”, stage “q”) consists of 4 inputs namely Fi(y,2q+1),Fi(y,2q+2), Ui(y,2q+1), and Ui(y,2q+2); and 4 outputs Bo(y,2q+1),Bo(y,2q+2), Fo(y,2q+1), and Fo(y,2q+2). The stage (ring “y”, stage “q’)also consists of six 2:1 Muxes namely F(y,2q+1), F(y,2q+2), U(y,2q+1),U(y,2q+2), B(y,2q+1), and B(y,2q+2). The 2:1 Mux F(y,2q+1) has twoinputs namely Fi(y,2q+1) and Fi(y,2q+2) and has one output Fo(y,2q+1).The 2:1 Mux F(y,2q+2) has two inputs namely Fi(y,2q+1) and Fi(y,2q+2)and has one output Fo(y,2q+2).

The 2:1 Mux U(y,2q+1) has two inputs namely Ui(y,2q+1) and Fo(y,2q+1)and has one output Uo(y,2q+1). The 2:1 Mux U(y,2q+2) has two inputsnamely Ui(y,2q+2) and Fo(y,2q+2) and has one output Uo(y,2q+2). The 2:1Mux B(y,2q+1) has two inputs namely Uo(y,2q+1) and Uo(y,2q+2) and hasone output Bo(y,2q+1). The 2:1 Mux B(y,2q+2) has two inputs namelyUo(y,2q+1) and Uo(y,2q+2) and has one output Bo(y,2q+2).

The stage (ring “y”, stage “q+1”) consists of 4 inputs namelyFi(y,2q+3), Fi(y,2q+4), Ui(y,2q+3), and Ui(y,2q+4); and 4 outputsBo(y,2q+3), Bo(y,2q+4), Fo(y,2q+3), and Fo(y,2q+4). The stage (ring “y”,stage “q+1”) also consists of six 2:1 Muxes namely F(y,2q+3), F(y,2q+4),U(y,2q+3), U(y,2q+4), B(y,2q+3), and B(y,2q+4). The 2:1 Mux F(y,2q+3)has two inputs namely Fi(y,2q+3) and Fi(y,2q+4) and has one outputFo(y,2q+3). The 2:1 Mux F(y,2q+4) has two inputs namely Fi(y,2q+3) andFi(y,2q+4) and has one output Fo(y,2q+4).

The 2:1 Mux U(y,2q+3) has two inputs namely Ui(y,2q+3) and Fo(y,2q+3)and has one output Uo(y,2q+3). The 2:1 Mux U(y,2q+4) has two inputsnamely Ui(y,2q+4) and Fo(y,2q+4) and has one output Uo(y,2q+4). The 2:1Mux B(y,2q+3) has two inputs namely Uo(y,2q+3) and Uo(y,2q+4) and hasone output Bo(y,2q+3). The 2:1 Mux B(y,2q+4) has two inputs namelyUo(y,2q+3) and Uo(y,2q+4) and has one output Bo(y,2q+4).

The output Fo(y,2q+1) of the stage (ring “y”, stage “q”) is connected tothe input Fi(y,2q+3) of the stage (ring “y”, stage “q+1”). And theoutput Bo(y,2q+3) of the stage (ring “y”, stage “q+1”) is connected tothe input Ui(y,2q+1) of the stage (ring “y”, stage “q”).

The output Fo(x,2p+2) of the stage (ring “x”, stage “p”) is connectedvia the wire Hop(1,1) to the input Fi(y,2q+4) of the stage (ring “y”,stage “q+1”). The output Bo(x,2p+4) of the stage (ring “x”, stage “p+1”)is connected via the wire Hop(1,2) to the input Ui(y,2q+2) of the stage(ring “y”, stage “q”).

The output Fo(y,2q+2) of the stage (ring “y”, stage “q”) is connectedvia the wire Hop(2,1) to the input Fi(x,2p+4) of the stage (ring “x”,stage “p+1”). The output Bo(y,2q+4) of the stage (ring “y”, stage “q+1”)is connected via the wire Hop(2,2) to the input Ui(x,2p+2) of the stage(ring “x”, stage “p”).

Referring to diagram 500 in FIG. 5, illustrates all the connectionsbetween two arbitrary successive stages of a ring namely the stages(ring “x”, stage “p”) and (ring “x”, stage “p+1”) and two otherarbitrary successive stages of any other ring namely the stages (ring“y”, stage “q”) and (ring “y”, stage “q+1”), of the complete multi-stagehierarchical network V_(Comb)(N₁,N₂d,s).

The stage (ring “x”, stage “p”) consists of 4 inputs namely Fi(x,2p+1),Fi(x,2p+2), Ui(x,2p+1), and Ui(x,2p+2); and 4 outputs Bo(x,2p+1),Bo(x,2p+2), Fo(x,2p+1), and Fo(x,2p+2). The stage (ring “x”, stage “p’)also consists of six 2:1 Muxes namely F(x,2p+1), F(x,2p+2), U(x,2p+1),U(x,2p+2), B(x,2p+1), and B(x,2p+2). The 2:1 Mux F(x,2p+1) has twoinputs namely Fi(x,2p+1) and Fi(x,2p+2) and has one output Fo(x,2p+1).The 2:1 Mux F(x,2p+2) has two inputs namely Fi(x,2p+1) and Fi(x,2p+2)and has one output Fo(x,2p+2).

The 2:1 Mux U(x,2p+1) has two inputs namely Ui(x,2p+1) and Fo(x,2p+1)and has one output Uo(x,2p+1). The 2:1 Mux U(x,2p+2) has two inputsnamely Ui(x,2p+2) and Fo(x,2p+2) and has one output Uo(x,2p+2). The 2:1Mux B(x,2p+1) has two inputs namely Uo(x,2p+1) and Uo(x,2p+2) and hasone output Bo(x,2p+1). The 2:1 Mux B(x,2p+2) has two inputs namelyUo(x,2p+1) and Uo(x,2p+2) and has one output Bo(x,2p+2).

The stage (ring “x”, stage “p+1”) consists of 2 inputs namelyFi(x,2p+3), Fi(x,2p+4); and 2 outputs Fo(x,2p+3), and Fo(x,2p+4). Thestage (ring “x”, stage “p+1”) also consists of two 2:1 Muxes namelyF(x,2p+3) and F(x,2p+4). The 2:1 Mux F(x,2p+3) has two inputs namelyFi(x,2p+3) and Fi(x,2p+4) and has one output Fo(x,2p+3). The 2:1 MuxF(x,2p+4) has two inputs namely Fi(x,2p+3) and Fi(x,2p+4) and has oneoutput Fo(x,2p+4).

The output Fo(x,2p+1) of the stage (ring “x”, stage “p”) is connected tothe input Fi(x,2p+3) of the stage (ring “x”, stage “p+1”). And theoutput Fo(x,2p+3) of the stage (ring “x”, stage “p+1”) is connected tothe input Ui(x,2p+1) of the stage (ring “x”, stage “p”).

The stage (ring “y”, stage “q”) consists of 4 inputs namely Fi(y,2q+1),Fi(y,2q+2), Ui(y,2q+1), and Ui(y,2q+2); and 4 outputs Bo(y,2q+1),Bo(y,2q+2), Fo(y,2q+1), and Fo(y,2q+2). The stage (ring “y”, stage “q’)also consists of six 2:1 Muxes namely F(y,2q+1), F(y,2q+2), U(y,2q+1),U(y,2q+2), B(y,2q+1), and B(y,2q+2). The 2:1 Mux F(y,2q+1) has twoinputs namely Fi(y,2q+1) and Fi(y,2q+2) and has one output Fo(y,2q+1).The 2:1 Mux F(y,2q+2) has two inputs namely Fi(y,2q+1) and Fi(y,2q+2)and has one output Fo(y,2q+2).

The 2:1 Mux U(y,2q+1) has two inputs namely Ui(y,2q+1) and Fo(y,2q+1)and has one output Uo(y,2q+1). The 2:1 Mux U(y,2q+2) has two inputsnamely Ui(y,2q+2) and Fo(y,2q+2) and has one output Uo(y,2q+2). The 2:1Mux B(y,2q+1) has two inputs namely Uo(y,2q+1) and Uo(y,2q+2) and hasone output Bo(y,2q+1). The 2:1 Mux B(y,2q+2) has two inputs namelyUo(y,2q+1) and Uo(y,2q+2) and has one output Bo(y,2q+2).

The stage (ring “y”, stage “q+1”) consists of 4 inputs namelyFi(y,2q+3), Fi(y,2q+4), Ui(y,2q+3), and Ui(y,2q+4); and 4 outputsBo(y,2q+3), Bo(y,2q+4), Fo(y,2q+3), and Fo(y,2q+4). The stage (ring “y”,stage “q+1”) also consists of six 2:1 Muxes namely F(y,2q+3), F(y,2q+4),U(y,2q+3), U(y,2q+4), B(y,2q+3), and B(y,2q+4). The 2:1 Mux F(y,2q+3)has two inputs namely Fi(y,2q+3) and Fi(y,2q+4) and has one outputFo(y,2q+3). The 2:1 Mux F(y,2q+4) has two inputs namely Fi(y,2q+3) andFi(y,2q+4) and has one output Fo(y,2q+4).

The 2:1 Mux U(y,2q+3) has two inputs namely Ui(y,2q+3) and Fo(y,2q+3)and has one output Uo(y,2q+3). The 2:1 Mux U(y,2q+4) has two inputsnamely Ui(y,2q+4) and Fo(y,2q+4) and has one output Uo(y,2q+4). The 2:1Mux B(y,2q+3) has two inputs namely Uo(y,2q+3) and Uo(y,2q+4) and hasone output Bo(y,2q+3). The 2:1 Mux B(y,2q+4) has two inputs namelyUo(y,2q+3) and Uo(y,2q+4) and has one output Bo(y,2q+4).

The output Fo(y,2q+1) of the stage (ring “y”, stage “q”) is connected tothe input Fi(y,2q+3) of the stage (ring “y”, stage “q+1”). And theoutput Bo(y,2q+3) of the stage (ring “y”, stage “q+1”) is connected tothe input Ui(y,2q+1) of the stage (ring “y”, stage “q”).

The output Fo(x,2p+2) of the stage (ring “x”, stage “p”) is connectedvia the wire Hop(1,1) to the input Fi(y,2q+4) of the stage (ring “y”,stage “q+1”). The output Fo(x,2p+4) of the stage (ring “x”, stage “p+1”)is connected via the wire Hop(1,2) to the input Ui(y,2q+2) of the stage(ring “y”, stage “q”).

The output Fo(y,2q+2) of the stage (ring “y”, stage “q”) is connectedvia the wire Hop(2,1) to the input Fi(x,2p+4) of the stage (ring “x”,stage “p+1”). The output Bo(y,2q+4) of the stage (ring “y”, stage “q+1”)is connected via the wire Hop(2,2) to the input Ui(x,2p+2) of the stage(ring “x”, stage “p”).

Referring to diagram 600 in FIG. 6, illustrates all the connectionsbetween root stage of a ring namely the stage (ring “x”, stage “p”) andtwo other arbitrary successive stages of any other ring namely thestages (ring “y”, stage “q”) and (ring “y”, stage “q+1”), of thecomplete multi-stage hierarchical network V_(Comb)(N₁,N₂d,s).

The stage (ring “x”, stage “p”) consists of 4 inputs namely Fi(x,2p+1),Fi(x,2p+2), Ui(x,2p+1), and Ui(x,2p+2); and 4 outputs Bo(x,2p+1),Bo(x,2p+2), Fo(x,2p+1), and Fo(x,2p+2). The stage (ring “x”, stage “p’)also consists of six 2:1 Muxes namely F(x,2p+1), F(x,2p+2), U(x,2p+1),U(x,2p+2), B(x,2p+1), and B(x,2p+2). The 2:1 Mux F(x,2p+1) has twoinputs namely Fi(x,2p+1) and Fi(x,2p+2) and has one output Fo(x,2p+1).The 2:1 Mux F(x,2p+2) has two inputs namely Fi(x,2p+1) and Fi(x,2p+2)and has one output Fo(x,2p+2).

The 2:1 Mux U(x,2p+1) has two inputs namely Ui(x,2p+1) and Fo(x,2p+1)and has one output Uo(x,2p+1). The 2:1 Mux U(x,2p+2) has two inputsnamely Ui(x,2p+2) and Fo(x,2p+2) and has one output Uo(x,2p+2). The 2:1Mux B(x,2p+1) has two inputs namely Uo(x,2p+1) and Uo(x,2p+2) and hasone output Bo(x,2p+1). The 2:1 Mux B(x,2p+2) has two inputs namelyUo(x,2p+1) and Uo(x,2p+2) and has one output Bo(x,2p+2).

The stage (ring “y”, stage “q”) consists of 4 inputs namely Fi(y,2q+1),Fi(y,2q+2), Ui(y,2q+1), and Ui(y,2q+2); and 4 outputs Bo(y,2q+1),Bo(y,2q+2), Fo(y,2q+1), and Fo(y,2q+2). The stage (ring “y”, stage “q’)also consists of six 2:1 Muxes namely F(y,2q+1), F(y,2q+2), U(y,2q+1),U(y,2q+2), B(y,2q+1), and B(y,2q+2). The 2:1 Mux F(y,2q+1) has twoinputs namely Fi(y,2q+1) and Fi(y,2q+2) and has one output Fo(y,2q+1).The 2:1 Mux F(y,2q+2) has two inputs namely Fi(y,2q+1) and Fi(y,2q+2)and has one output Fo(y,2q+2).

The 2:1 Mux U(y,2q+1) has two inputs namely Ui(y,2q+1) and Fo(y,2q+1)and has one output Uo(y,2q+1). The 2:1 Mux U(y,2q+2) has two inputsnamely Ui(y,2q+2) and Fo(y,2q+2) and has one output Uo(y,2q+2). The 2:1Mux B(y,2q+1) has two inputs namely Uo(y,2q+1) and Uo(y,2q+2) and hasone output Bo(y,2q+1). The 2:1 Mux B(y,2q+2) has two inputs namelyUo(y,2q+1) and Uo(y,2q+2) and has one output Bo(y,2q+2).

The stage (ring “y”, stage “q+1”) consists of 4 inputs namelyFi(y,2q+3), Fi(y,2q+4), Ui(y,2q+3), and Ui(y,2q+4); and 4 outputsBo(y,2q+3), Bo(y,2q+4), Fo(y,2q+3), and Fo(y,2q+4). The stage (ring “y”,stage “q+1”) also consists of six 2:1 Muxes namely F(y,2q+3), F(y,2q+4),U(y,2q+3), U(y,2q+4), B(y,2q+3), and B(y,2q+4). The 2:1 Mux F(y,2q+3)has two inputs namely Fi(y,2q+3) and Fi(y,2q+4) and has one outputFo(y,2q+3). The 2:1 Mux F(y,2q+4) has two inputs namely Fi(y,2q+3) andFi(y,2q+4) and has one output Fo(y,2q+4).

The 2:1 Mux U(y,2q+3) has two inputs namely Ui(y,2q+3) and Fo(y,2q+3)and has one output Uo(y,2q+3). The 2:1 Mux U(y,2q+4) has two inputsnamely Ui(y,2q+4) and Fo(y,2q+4) and has one output Uo(y,2q+4). The 2:1Mux B(y,2q+3) has two inputs namely Uo(y,2q+3) and Uo(y,2q+4) and hasone output Bo(y,2q+3). The 2:1 Mux B(y,2q+4) has two inputs namelyUo(y,2q+3) and Uo(y,2q+4) and has one output Bo(y,2q+4).

The output Fo(y,2q+1) of the stage (ring “y”, stage “q”) is connected tothe input Fi(y,2q+3) of the stage (ring “y”, stage “q+1”). And theoutput Bo(y,2q+3) of the stage (ring “y”, stage “q+1”) is connected tothe input Ui(y,2q+1) of the stage (ring “y”, stage “q”).

The output Fo(x,2p+1) of the stage (ring “x”, stage “p”) is connectedvia the wire Hop(1,2) to the input Ui(y,2q+2) of the stage (ring “y”,stage “q”). The output Fo(x,2p+2) of the stage (ring “x”, stage “p”) isconnected via the wire Hop(1,1) to the input Fi(y,2q+4) of the stage(ring “y”, stage “q+1”).

The output Fo(y,2q+2) of the stage (ring “y”, stage “q”) is connectedvia the wire Hop(2,1) to the input Ui(x,2p+1) of the stage (ring “x”,stage “p”). The output Bo(y,2q+4) of the stage (ring “y”, stage “q+1”)is connected via the wire Hop(2,2) to the input Ui(x,2p+2) of the stage(ring “x”, stage “p”).

Just like in diagram 300A of FIG. 3A, in diagram 300B of FIG. 3B, indiagram 400 of FIG. 4, diagram 500 of FIG. 5, and in diagram 6 of FIG.6, the wires Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2) are eitherinternal hop wires or horizontal external hop wires or vertical externalhop wires.

Referring to diagram 700 in FIG. 7, illustrates, in one embodiment, thehop wire connections chart of a partial multi-stage hierarchical networkV_(Comb)(N₁,N₂d,s) 100A or a partial multi-stage hierarchical networkV_(Comb)(N₁,N₂d,s) 100B, with m=6 and n=7. The hop wire connectionschart shows two rings namely ring 1 and ring 2. And there are m+1=7stages in ring 1 and n+1=8 stages in ring 2.

The hop wire connections chart 700 illustrates how the hop wires areconnected between any two successive stages of all the ringscorresponding to a block of 2D-grid 800. “Lx” denotes an internal hopwire connection, where symbol “L” denotes internal hop wire and “x” isan integer. For example “L1” between the stages (ring 1, stage 0) and(ring 1, stage 1) denotes that the corresponding hop wires Hop(1,1),Hop(1,2), Hop(2,1), and Hop(2,2) are connected to two successive stagesof another ring in the same block or alternatively hop wires Hop(1,1),Hop(1,2), Hop(2,1), and Hop(2,2) are internal hop wires. Since there isalso “L1” between the stages (ring 2, stage 0) and (ring 2, stage 1),there are internal hop wire connections Hop(1,1), Hop(1,2), Hop(2,1),and Hop(2,2) connected between the stages (ring 1, stage 0) and (ring 1,stage 1) and the stages (ring 2, stage 0) and (ring 2, stage 1). Hencethere can be only two “L1” labels in the hop wire connection chart 700.

Similarly there are two “L2” labels in the hop wire connections chart700. Since the label “L2” is given between the stages (ring 1, stage 5)and (ring 1, stage 6) and also the label “L2” is given between thestages (ring 2, stage 3) and (ring 2, stage 4), there are correspondinginternal hop wire connections Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2)connected between the stages (ring 1, stage 5) and (ring 1, stage 6) andthe stages (ring 2, stage 3) and (ring 2, stage 4).

“Vx” denotes an external vertical hop wire, where symbol “V” denotesvertical external hop wire connections from blocks of the topmost row of2D-grid 800 (i.e., row of blocks consisting of block (1,1), block (1,2),. . . , and block (1,10)) to the same corresponding stages of the samenumbered ring of another block that is directly down south, with “x”vertical hop length, where “x” is a positive integer. For example “V1”between the stages (ring 1, stage 1) and (ring 1, stage 2) denote thatfrom block (1,1) of 2D-grid 800 to another block directly below it,which is block (2,1), since “V1” denotes hop length of 1, there areexternal hop wire connections Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2)from (ring 1, stage 1) and (ring 1, stage 2) of block (1,1) to (ring 1,stage 1) and (ring 1, stage 2) of block (2,1). It also means there areexternal hop wire connections Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2)from (ring 1, stage 1) and (ring 1, stage 2) of block (3,1) to (ring 1,stage 1) and (ring 1, stage 2) of block (4,1). This pattern continuesand finally there are external hop wire connections Hop(1,1), Hop(1,2),Hop(2,1), and Hop(2,2) from (ring 1, stage 1) and (ring 1, stage 2) ofblock (9,1) to (ring 1, stage 1) and (ring 1, stage 2) of block (10,1).The same pattern continues for all the columns starting from the blockin the topmost row of each column.

Similarly “V3” between the stages (ring 2, stage 1) and (ring 2, stage2) denote that from block (1,1) of 2D-grid 800 to another block below itand at a hop length of 3 which is block (4,1), there are external hopwire connections Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2) from (ring2, stage 1) and (ring 2, stage 2) of block (1,1) to (ring 2, stage 1)and (ring 2, stage 2) of block (4,1). It also means there are externalhop wire connections Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2) from(ring 2, stage 1) and (ring 2, stage 2) of block (2,1) to (ring 2,stage 1) and (ring 2, stage 2) of block (5,1). This pattern continuesand finally there are external hop wire connections Hop(1,1), Hop(1,2),Hop(2,1), and Hop(2,2) from (ring 2, stage 1) and (ring 2, stage 2) ofblock (7,1) to (ring 2, stage 1) and (ring 2, stage 2) of block (10,1).The same pattern continues for all the columns starting from the blockin the topmost row of each column.

If there is no block that is directly below a block with hop lengthequal to 3 then there is no vertical external hop wire connections isgiven corresponding to those two successive stages of the blocks. Forexample block (8,1) does not have any block that is directly below andwith hop length equal to 3 then none of the vertical external hop wiresare connected from (ring 2, stage 1) and (ring 2, stage 2) of block(8,1). Similarly from (ring 2, stage 1) and (ring 2, stage 2) of block(9,1) and from (ring 2, stage 1) and (ring 2, stage 2) of block (10,1),none of the vertical external hop wires are connected. Similarlyvertical external hop wires are connected corresponding to “V5”, “V7”etc., labels given in the hop wire connections chart 700.

“Ux” denotes an external vertical hop wire, where symbol “U” denotesvertical external hop wire connections starting from blocks that are “x”hop length below the topmost row of 2D-grid 800 (i.e., row of blocksconsisting of block (1+x,1), block (1+x,2), . . . , and block (1+x,10))to the same corresponding stages of the same numbered ring of anotherblock that is directly down below, with “x” vertical hop length, where“x” is a positive integer. For example “U1” between the stages (ring 1,stage 2) and (ring 1, stage 3) denote that from block (2,1) of 2D-grid800 to another block directly below it, which is block (3,1), since “U1”denotes hop length of 1, there are external hop wire connectionsHop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2) from (ring 1, stage 2) and(ring 1, stage 3) of block (2,1) to (ring 1, stage 2) and (ring 1, stage3) of block (3,1). It also means there are external hop wire connectionsHop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2) from (ring 1, stage 2) and(ring 1, stage 3) of block (4,1) to (ring 1, stage 2) and (ring 1, stage3) of block (5,1). This pattern continues and finally there are externalhop wire connections Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2) from(ring 1, stage 2) and (ring 1, stage 3) of block (8,1) to (ring 1, stage2) and (ring 1, stage 3) of block (9,1). The same pattern continues forall the columns starting from the block in the topmost row of eachcolumn.

If there is no block that is directly below a block with hop lengthequal to 1 then no vertical external hop wire connections is givencorresponding to those two successive stages of the blocks. For exampleblock (10,1) does not have any block that is directly below and with hoplength equal to 1 then none of the vertical external hop wires areconnected from (ring 1, stage 2) and (ring 1, stage 3) of block (10,1).Similarly for all the blocks in each column from the topmost row up tothe row “x”, no vertical external hop wires are connected to thecorresponding (ring 1, stage 2) and (ring 1, stage 3).

Similarly “U3” between the stages (ring 2, stage 2) and (ring 2, stage3) denote that starting from blocks that are 3 hop length below thetopmost row of 2D-grid 800 (i.e., row of blocks consisting of block(4,1), block (4,2), . . . , and block (4,10)) to the same correspondingstages of the same numbered ring of another block that is directly downbelow, with vertical hop length of 3, there are external hop wireconnections Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2) connected. Forexample from block (4,1) of 2D-grid 800 to another block below it and ata hop length of 3 which is block (7,1), there are external hop wireconnections Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2) from (ring 2,stage 2) and (ring 2, stage 3) of block (4,1) to (ring 2, stage 1) and(ring 2, stage 2) of block (7,1). It also means there are external hopwire connections Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2) from (ring2, stage 2) and (ring 2, stage 3) of block (5,1) to (ring 2, stage 2)and (ring 2, stage 3) of block (8,1). This pattern continues and finallythere are external hop wire connections Hop(1,1), Hop(1,2), Hop(2,1),and Hop(2,2) from (ring 2, stage 2) and (ring 2, stage 3) of block (7,1)to (ring 2, stage 2) and (ring 2, stage 3) of block (10,1). The samepattern continues for all the columns starting from the block in thetopmost row of each column.

If there is no block that is directly below a block with hop lengthequal to 3 then no vertical external hop wire connections is givencorresponding to those two successive stages of the blocks. For exampleblock (8,1) does not have any block that is directly below and with hoplength equal to 3 then none of the vertical external hop wires areconnected from (ring 2, stage 2) and (ring 2, stage 3) of block (8,1).Similarly from (ring 2, stage 2) and (ring 2, stage 3) of block (9,1)and from (ring 2, stage 2) and (ring 2, stage 3) of block (10,1), noneof the vertical external hop wires are connected. Similarly verticalexternal hop wires are connected corresponding to “U5”, “U7” etc. labelsgiven in the hop wire connections chart 700.

“Hx” denotes an external horizontal hop wire, where symbol “H” denoteshorizontal external hop wire connections from blocks of the leftmostcolumn of 2D-grid 800 (i.e., column of blocks consisting of block (1,1),block (2,1), . . . , and block (10,1)) to the same corresponding stagesof the same numbered ring of another block that is directly to theright, with “x” horizontal hop length, where “x” is a positive integer.For example “H1” between the stages (ring 1, stage 3) and (ring 1, stage4) denote that from block (1,1) of 2D-grid 800 to another block directlyto the right, which is block (1,2), since “H1” denotes hop length of 1,there are external hop wire connections Hop(1,1), Hop(1,2), Hop(2,1),and Hop(2,2) from (ring 1, stage 3) and (ring 1, stage 4) of block (1,1)to (ring 1, stage 3) and (ring 1, stage 4) of block (1,2). It also meansthere are external hop wire connections Hop(1,1), Hop(1,2), Hop(2,1),and Hop(2,2) from (ring 1, stage 3) and (ring 1, stage 4) of block (1,3)to (ring 1, stage 3) and (ring 1, stage 4) of block (1,4). This patterncontinues and finally there are external hop wire connections Hop(1,1),Hop(1,2), Hop(2,1), and Hop(2,2) from (ring 1, stage 3) and (ring 1,stage 4) of block (9,1) to (ring 1, stage 3) and (ring 1, stage 4) ofblock (10,1). The same pattern continues for all the rows starting fromthe block in the leftmost block of each row.

Similarly “H3” between the stages (ring 2, stage 4) and (ring 2, stage5) denote that from block (1,1) of 2D-grid 800 to another block to theright and at a hop length of 3 which is block (1,4), there are externalhop wire connections Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2) from(ring 2, stage 4) and (ring 2, stage 5) of block (1,1) to (ring 2, stage4) and (ring 2, stage 5) of block (1,4). It also means there areexternal hop wire connections Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2)from (ring 2, stage 4) and (ring 2, stage 5) of block (1,2) to (ring 2,stage 4) and (ring 2, stage 5) of block (1,5). This pattern continuesand finally there are external hop wire connections Hop(1,1), Hop(1,2),Hop(2,1), and Hop(2,2) from (ring 2, stage 4) and (ring 2, stage 5) ofblock (1,7) to (ring 2, stage 4) and (ring 2, stage 5) of block (1,10).The same pattern continues for all the columns starting from the blockin the leftmost column of each row.

If there is no block that is directly to the right with hop length equalto 3 then there is no horizontal external hop wire connections is givencorresponding to those two successive stages of the blocks. For exampleblock (1,8) does not have any block that is directly to the right andwith hop length equal to 3 then none of the horizontal external hopwires are connected from (ring 2, stage 4) and (ring 2, stage 5) ofblock (1,8). Similarly from (ring 2, stage 4) and (ring 2, stage 5) ofblock (1,9) and from (ring 2, stage 4) and (ring 2, stage 5) of block(1,10), none of the horizontal external hop wires are connected.Similarly horizontal external hop wires are connected corresponding to“H5”, “H7” etc., labels given in the hop wire connections chart 700.

“Kx” denotes an external horizontal hop wire, where symbol “K” denoteshorizontal external hop wire connections starting from blocks that are“x” hop length below the leftmost column of 2D-grid 800 (i.e., column ofblocks consisting of block (1, 1+x), block (2, 1+x), . . . , and block(10, 1+x)) to the same corresponding stages of the same numbered ring ofanother block that is directly to the right, with “x” horizontal hoplength, where “x” is a positive integer. For example “K1” between thestages (ring 1, stage 4) and (ring 1, stage 5) denote that from block(1,2) of 2D-grid 800 to another block directly to the right, which isblock (1,3), since “K1” denotes hop length of 1, there are external hopwire connections Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2) from (ring1, stage 4) and (ring 1, stage 5) of block (1,2) to (ring 1, stage 4)and (ring 1, stage 5) of block (1,3). It also means there are externalhop wire connections Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2) from(ring 1, stage 4) and (ring 1, stage 4) of block (1,4) to (ring 1, stage4) and (ring 1, stage 5) of block (1,5). This pattern continues andfinally there are external hop wire connections Hop(1,1), Hop(1,2),Hop(2,1), and Hop(2,2) from (ring 1, stage 4) and (ring 1, stage 5) ofblock (1,8) to (ring 1, stage 4) and (ring 1, stage 5) of block (1,9).The same pattern continues for all the rows starting from the block inthe leftmost column of each row.

If there is no block that is directly to the right of a block with hoplength equal to 1 then no horizontal external hop wire connections isgiven corresponding to those two successive stages of the blocks. Forexample block (1,10) does not have any block that is directly to theright and with hop length equal to 1 then none of the horizontalexternal hop wires are connected from (ring 1, stage 4) and (ring 1,stage 5) of block (1,10). Similarly for all the blocks in each row fromthe leftmost column up to the column “x”, no horizontal external hopwires are connected to the corresponding (ring 1, stage 4) and (ring 1,stage 5).

Similarly “K3” between the stages (ring 2, stage 5) and (ring 2, stage6) denote that starting from blocks that are 3 hop length to the rightof the leftmost column of 2D-grid 800 (i.e., column of blocks consistingof block (1,4), block (2,4), . . . , and block (10,4)) to the samecorresponding stages of the same numbered ring of another block that isdirectly to the right, with horizontal hop length of 3, there areexternal hop wire connections Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2)connected. For example from block (1,4) of 2D-grid 800 to another blockto the right and at a hop length of 3 which is block (1,7), there areexternal hop wire connections Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2)from (ring 2, stage 5) and (ring 2, stage 6) of block (1,4) to (ring 2,stage 5) and (ring 2, stage 6) of block (1,7). It also means there areexternal hop wire connections Hop(1,1), Hop(1,2), Hop(2,1), and Hop(2,2)from (ring 2, stage 5) and (ring 2, stage 6) of block (1,5) to (ring 2,stage 5) and (ring 2, stage 6) of block (1,8). This pattern continuesand finally there are external hop wire connections Hop(1,1), Hop(1,2),Hop(2,1), and Hop(2,2) from (ring 2, stage 5) and (ring 2, stage 6) ofblock (1,7) to (ring 2, stage 5) and (ring 2, stage 6) of block (1,10).The same pattern continues for all the rows starting from the block inthe leftmost block of each row.

If there is no block that is directly to the right of a block with hoplength equal to 3 then no horizontal external hop wire connections isgiven corresponding to those two successive stages of the blocks. Forexample block (1,8) does not have any block that is directly to theright and with hop length equal to 3 then none of the horizontalexternal hop wires are connected from (ring 2, stage 5) and (ring 2,stage 6) of block (1,8). Similarly from (ring 2, stage 5) and (ring 2,stage 6) of block (1,9) and from (ring 2, stage 5) and (ring 2, stage 6)of block (1,10), none of the horizontal external hop wires areconnected. Similarly horizontal external hop wires are connectedcorresponding to “K5”, “K7” etc. labels given in the hop wireconnections chart 700.

In general the hop length of an external vertical hop wire can be anypositive number. Similarly the hop length of an external horizontal hopwire can be any positive number. The hop wire connections between twoarbitrary successive stages in two different rings of the same block ortwo different rings of different blocks described in diagram 700 of FIG.7 may be any one of the embodiments of either the diagrams 300A of FIG.3A, 300B of FIG. 3B, 400 of FIG. 4, 500 of FIG. 5, and 600 of FIG. 6.

In accordance with the current invention, either partial multi-stagehierarchical network V_(Comb)(N₁,N₂d,s) 100A of FIG. 1A or partialmulti-stage hierarchical network V_(Comb)(N₁,N₂d,s) 100B of FIG. 1B,corresponding to a block of 2D-grid of blocks 800 of FIG. 8, using anyone of the embodiments of 200A-200E of FIGS. 2A-2E to implement a stageof a ring of the multi-stage hierarchical network, by using the hop wireconnection chart 700 of FIG. 7 and the hop wire connections between twoarbitrary successive stages in two different rings of the same block ortwo different rings of different blocks described in diagram 700 of FIG.7 may be any one of the embodiments of either the diagrams 300A of FIG.3A, 300B of FIG. 3B, 400 of FIG. 4, 500 of FIG. 5, and 600 of FIG. 6 isvery efficient in the reduction of the die size, power consumption, andfor lower wire/path delay for higher performance for practical routingapplications to particularly to set up broadcast, unicast and multicastconnections. In general in accordance with the current invention, whereN₁ and N₂ of the complete multi-stage hierarchical networkV_(Comb)(N₁,N₂d,s) may be arbitrarily large in size and also the 2D-gridsize 800 may also be arbitrarily large in size in terms of both thenumber of rows and number of columns.

Delay Optimizations in Multi-Stage Hierarchical NetworkV_(D-Comb)(N₁,N₂d,s):

The multi-stage hierarchical network V_(Comb)(N₁,N₂d,s) according to thecurrent invention can further be optimized to reduce the delay in therouted path of the connection. The delay optimized multi-stagehierarchical network V_(Comb)(N₁,N₂d,s) is hereinafter denoted byV_(D-Comb)(N₁,N₂d,s). The delay optimizing embodiments of the stages ofa ring are one of the diagrams namely 900A-900E of FIGS. 9A-9D,1000A-1000F of FIGS. 10A-10F, and 1100A-1100C of FIGS. 11A-11C. Thediagram 1200 of FIG. 12, 1300 of FIG. 13, 1400 of FIG. 14, and 1500 ofFIG. 15 are different embodiments for the implementation of delayoptimizations with all the connections between two arbitrary successivestages in two different rings of the same block or two different ringsof different blocks of 2D-grid 800.

FIG. 9A illustrates a stage (ring “k”, stage “m”) 900A consists of 5inputs namely Fi(k,2m+1), Fi(k,2m+2), YFi(k,2m+1), Ui(k,2m+1), andUi(k,2m+2); and 4 outputs Bo(k,2m+1), Bo(k,2m+2), Fo(k,2m+1), andFo(k,2m+2). The stage (ring “k”, stage “m”) also consists of seven 2:1Muxes namely YF(k,2m+1), F(k,2m+1), F(k,2m+2), U(k,2m+1), U(k,2m+2),B(k,2m+1), and B(k,2m+2). The 2:1 Mux YF(k,2m+1) has two inputs namelyFi(k,2m+1) and YFi(k,2m+1) and has one output YFo(k,2m+1). The 2:1 MuxF(k,2m+1) has two inputs namely YFo(k,2m+1) and Fi(k,2m+2) and has oneoutput Fo(k,2m+1). The 2:1 Mux F(k,2m+2) has two inputs namelyYFo(k,2m+1) and Fi(k,2m+2) and has one output Fo(k,2m+2).

The 2:1 Mux U(k,2m+1) has two inputs namely Ui(k,2m+1) and Fo(k,2m+1)and has one output Uo(k,2m+1). The 2:1 Mux U(k,2m+2) has two inputsnamely Ui(k,2m+2) and Fo(k,2m+2) and has one output Uo(k,2m+2). The 2:1Mux B(k,2m+1) has two inputs namely Uo(k,2m+1) and Uo(k,2m+2) and hasone output Bo(k,2m+1). The 2:1 Mux B(k,2m+2) has two inputs namelyUo(k,2m+1) and Uo(k,2m+2) and has one output Bo(k,2m+2).

FIG. 9B illustrates a stage (ring “k”, stage “m”) 900B consists of 5inputs namely Fi(k,2m+1), Fi(k,2m+2), YUi(k,2m+1), Ui(k,2m+1), andUi(k,2m+2); and 4 outputs Bo(k,2m+1), Bo(k,2m+2), Fo(k,2m+1), andFo(k,2m+2). The stage (ring “k”, stage “m”) also consists of seven 2:1Muxes namely F(k,2m+1), F(k,2m+2), YF(k,2m+1), U(k,2m+1), U(k,2m+2),B(k,2m+1), and B(k,2m+2). The 2:1 Mux F(k,2m+1) has two inputs namelyFi(k,2m+1) and Fi(k,2m+2) and has one output Fo(k,2m+1). The 2:1 MuxF(k,2m+2) has two inputs namely Fi(k,2m+1) and Fi(k,2m+2) and has oneoutput Fo(k,2m+2).

The 2:1 Mux YU(k,2m+1) has two inputs namely Ui(k,2m+1) and YUi(k,2m+1)and has one output YUo(k,2m+1). The 2:1 Mux U(k,2m+1) has two inputsnamely YUo(k,2m+1) and Fo(k,2m+1) and has one output Uo(k,2m+1). The 2:1Mux U(k,2m+2) has two inputs namely Ui(k,2m+2) and Fo(k,2m+2) and hasone output Uo(k,2m+2). The 2:1 Mux B(k,2m+1) has two inputs namelyUo(k,2m+1) and Uo(k,2m+2) and has one output Bo(k,2m+1). The 2:1 MuxB(k,2m+2) has two inputs namely Uo(k,2m+1) and Uo(k,2m+2) and has oneoutput Bo(k,2m+2).

FIG. 9C illustrates a stage (ring “k”, stage “m”) 900C consists of 5inputs namely Fi(k,2m+1), Fi(k,2m+2), UYi(k,2m+1), Ui(k,2m+1), andUi(k,2m+2); and 4 outputs Bo(k,2m+1), Bo(k,2m+2), Fo(k,2m+1), andFo(k,2m+2). The stage (ring “k”, stage “m”) also consists of five 2:1Muxes namely F(k,2m+1), F(k,2m+2), U(k,2m+2), B(k,2m+1), and B(k,2m+2).The stage (ring “k”, stage “m”) also consists of one 3:1 Mux namelyUY(k,2m+1). The 2:1 Mux F(k,2m+1) has two inputs namely Fi(k,2m+1) andFi(k,2m+2) and has one output Fo(k,2m+1). The 2:1 Mux F(k,2m+2) has twoinputs namely Fi(k,2m+1) and Fi(k,2m+2) and has one output Fo(k,2m+2).

The 3:1 Mux UY(k,2m+1) has three inputs namely Ui(k,2m+1), UYi(k,2m+1)and Fo(k,2m+1) and has one output UYo(k,2m+1). The 2:1 Mux U(k,2m+2) hastwo inputs namely Ui(k,2m+2) and Fo(k,2m+2) and has one outputUo(k,2m+2). The 2:1 Mux B(k,2m+1) has two inputs namely UYo(k,2m+1) andUo(k,2m+2) and has one output Bo(k,2m+1). The 2:1 Mux B(k,2m+2) has twoinputs namely UYo(k,2m+1) and Uo(k,2m+2) and has one output Bo(k,2m+2).

FIG. 9D illustrates a stage (ring “k”, stage “m”) 900D consists of 6inputs namely Fi(k,2m+1), Fi(k,2m+2), YFi(k,2m+1), Ui(k,2m+1),Ui(k,2m+2), and YUi(k,2m+1); and 4 outputs Bo(k,2m+1), Bo(k,2m+2),Fo(k,2m+1), and Fo(k,2m+2). The stage (ring “k”, stage “m”) alsoconsists of eight 2:1 Muxes namely F(k,2m+1), F(k,2m+2), YF(k,2m+1),U(k,2m+1), U(k,2m+2), YU(k,2m+1), B(k,2m+1), and B(k,2m+2). The 2:1 MuxYF(k,2m+1) has two inputs namely Fi(k,2m+1) and YFi(k,2m+1) and has oneoutput YFo(k,2m+1). The 2:1 Mux F(k,2m+1) has two inputs namelyYFo(k,2m+1) and Fi(k,2m+2) and has one output Fo(k,2m+1). The 2:1 MuxF(k,2m+2) has two inputs namely YFo(k,2m+1) and Fi(k,2m+2) and has oneoutput Fo(k,2m+2).

The 2:1 Mux YU(k,2m+1) has two inputs namely Ui(k,2m+1) and YUi(k,2m+1)and has one output YUo(k,2m+1). The 2:1 Mux U(k,2m+1) has two inputsnamely YUo(k,2m+1) and Fo(k,2m+1) and has one output Uo(k,2m+1). The 2:1Mux U(k,2m+2) has two inputs namely Ui(k,2m+2) and Fo(k,2m+2) and hasone output Uo(k,2m+2). The 2:1 Mux B(k,2m+1) has two inputs namelyUo(k,2m+1) and Uo(k,2m+2) and has one output Bo(k,2m+1). The 2:1 MuxB(k,2m+2) has two inputs namely Uo(k,2m+1) and Uo(k,2m+2) and has oneoutput Bo(k,2m+2).

FIG. 9E illustrates a stage (ring “k”, stage “m”) 900E consists of 6inputs namely Fi(k,2m+1), Fi(k,2m+2), YFi(k,2m+1), Ui(k,2m+1),Ui(k,2m+2), and UYi(k,2m+1); and 4 outputs Bo(k,2m+1), Bo(k,2m+2),Fo(k,2m+1), and Fo(k,2m+2). The stage (ring “k”, stage “m”) alsoconsists of six 2:1 Muxes namely F(k,2m+1), F(k,2m+2), YF(k,2m+1),U(k,2m+2), B(k,2m+1), and B(k,2m+2). The stage (ring “k”, stage “m”)also consists of one 3:1 Mux namely UY(k,2m+1). The 2:1 Mux YF(k,2m+1)has two inputs namely Fi(k,2m+1) and YFi(k,2m+1) and has one outputYFo(k,2m+1). The 2:1 Mux F(k,2m+1) has two inputs namely YFo(k,2m+1) andFi(k,2m+2) and has one output Fo(k,2m+1). The 2:1 Mux F(k,2m+2) has twoinputs namely YFo(k,2m+1) and Fi(k,2m+2) and has one output Fo(k,2m+2).

The 3:1 Mux UY(k,2m+1) has three inputs namely Ui(k,2m+1), UYi(k,2m+1)and Fo(k,2m+1) and has one output UYo(k,2m+1). The 2:1 Mux U(k,2m+2) hastwo inputs namely Ui(k,2m+2) and Fo(k,2m+2) and has one outputUo(k,2m+2). The 2:1 Mux B(k,2m+1) has two inputs namely UYo(k,2m+1) andUo(k,2m+2) and has one output Bo(k,2m+1). The 2:1 Mux B(k,2m+2) has twoinputs namely UYo(k,2m+1) and Uo(k,2m+2) and has one output Bo(k,2m+2).

FIG. 10A illustrates a stage (ring “k”, stage “m”) 1000A consists of 5inputs namely Ri(k,2m+1), Ri(k,2m+2), YRi(k,2m+1), Ui(k,2m+1), andUi(k,2m+2); and 4 outputs Bo(k,2m+1), Bo(k,2m+2), Fo(k,2m+1), andFo(k,2m+2). The stage (ring “k”, stage “m”) also consists of nine 2:1Muxes namely R(k,2m+1), R(k,2m+2), YR(k,2m+1), F(k,2m+1), F(k,2m+2),U(k,2m+1), U(k,2m+2), B(k,2m+1), and B(k,2m+2). The 2:1 Mux YR(k,2m+1)has two inputs namely Ri(k,2m+1) and YRi(k,2m+1) and has one outputYRo(k,2m+1). The 2:1 Mux R(k,2m+1) has two inputs namely YRo(k,2m+1) andBo(k,2m+1) and has one output Ro(k,2m+1). The 2:1 Mux R(k,2m+2) has twoinputs namely Ri(k,2m+2) and Bo(k,2m+2) and has one output Ro(k,2m+2).The 2:1 Mux F(k,2m+1) has two inputs namely Ro(k,2m+1) and Ro(k,2m+2)and has one output Fo(k,2m+1). The 2:1 Mux F(k,2m+2) has two inputsnamely Ro(k,2m+1) and Ro(k,2m+2) and has one output Fo(k,2m+2).

The 2:1 Mux U(k,2m+1) has two inputs namely Ui(k,2m+1) and Fo(k,2m+1)and has one output Uo(k,2m+1). The 2:1 Mux U(k,2m+2) has two inputsnamely Ui(k,2m+2) and Fo(k,2m+2) and has one output Uo(k,2m+2). The 2:1Mux B(k,2m+1) has two inputs namely Uo(k,2m+1) and Uo(k,2m+2) and hasone output Bo(k,2m+1). The 2:1 Mux B(k,2m+2) has two inputs namelyUo(k,2m+1) and Uo(k,2m+2) and has one output Bo(k,2m+2).

FIG. 10B illustrates a stage (ring “k”, stage “m”) 1000B consists of 5inputs namely Ri(k,2m+1), Ri(k,2m+2), RYi(k,2m+1), Ui(k,2m+1), andUi(k,2m+2); and 4 outputs Bo(k,2m+1), Bo(k,2m+2), Fo(k,2m+1), andFo(k,2m+2). The stage (ring “k”, stage “m”) also consists of seven 2:1Muxes namely R(k,2m+2), F(k,2m+1), F(k,2m+2), U(k,2m+1), U(k,2m+2),B(k,2m+1), and B(k,2m+2). The stage (ring “k”, stage “m”) also consistsof one 3:1 Mux namely RY(k,2m+1). The 3:1 Mux RY(k,2m+1) has threeinputs namely Ri(k,2m+1), RYi(k,2m+1), and Bo(k,2m+1), and has oneoutput RYo(k,2m+1). The 2:1 Mux R(k,2m+2) has two inputs namelyRi(k,2m+2) and Bo(k,2m+2) and has one output Ro(k,2m+2). The 2:1 MuxF(k,2m+1) has two inputs namely RYo(k,2m+1) and Ro(k,2m+2) and has oneoutput Fo(k,2m+1). The 2:1 Mux F(k,2m+2) has two inputs namelyRYo(k,2m+1) and Ro(k,2m+2) and has one output Fo(k,2m+2).

The 2:1 Mux U(k,2m+1) has two inputs namely Ui(k,2m+1) and Fo(k,2m+1)and has one output Uo(k,2m+1). The 2:1 Mux U(k,2m+2) has two inputsnamely Ui(k,2m+2) and Fo(k,2m+2) and has one output Uo(k,2m+2). The 2:1Mux B(k,2m+1) has two inputs namely Uo(k,2m+1) and Uo(k,2m+2) and hasone output Bo(k,2m+1). The 2:1 Mux B(k,2m+2) has two inputs namelyUo(k,2m+1) and Uo(k,2m+2) and has one output Bo(k,2m+2).

FIG. 10C illustrates a stage (ring “k”, stage “m”) 1000C consists of 5inputs namely Ri(k,2m+1), Ri(k,2m+2), Ui(k,2m+1), Ui(k,2m+2), andYUi(k,2m+1); and 4 outputs Bo(k,2m+1), Bo(k,2m+2), Fo(k,2m+1), andFo(k,2m+2). The stage (ring “k”, stage “m”) also consists of nine 2:1Muxes namely R(k,2m+1), R(k,2m+2), F(k,2m+1), F(k,2m+2), YU(k,2m+1),U(k,2m+1), U(k,2m+2), B(k,2m+1), and B(k,2m+2). The 2:1 Mux R(k,2m+1)has two inputs namely Ri(k,2m+1) and Bo(k,2m+1) and has one outputRo(k,2m+1). The 2:1 Mux R(k,2m+2) has two inputs namely Ri(k,2m+2) andBo(k,2m+2) and has one output Ro(k,2m+2). The 2:1 Mux F(k,2m+1) has twoinputs namely Ro(k,2m+1) and Ro(k,2m+2) and has one output Fo(k,2m+1).The 2:1 Mux F(k,2m+2) has two inputs namely Ro(k,2m+1) and Ro(k,2m+2)and has one output Fo(k,2m+2).

The 2:1 Mux YU(k,2m+1) has two inputs namely Ui(k,2m+1) and YUi(k,2m+1)and has one output YUo(k,2m+1). The 2:1 Mux U(k,2m+1) has two inputsnamely YUo(k,2m+1) and Fo(k,2m+1) and has one output Uo(k,2m+1). The 2:1Mux U(k,2m+2) has two inputs namely Ui(k,2m+2) and Fo(k,2m+2) and hasone output Uo(k,2m+2). The 2:1 Mux B(k,2m+1) has two inputs namelyUo(k,2m+1) and Uo(k,2m+2) and has one output Bo(k,2m+1). The 2:1 MuxB(k,2m+2) has two inputs namely Uo(k,2m+1) and Uo(k,2m+2) and has oneoutput Bo(k,2m+2).

FIG. 10D illustrates a stage (ring “k”, stage “m”) 1000D consists of 5inputs namely Ri(k,2m+1), Ri(k,2m+2), Ui(k,2m+1), Ui(k,2m+2), andUYi(k,2m+1); and 4 outputs Bo(k,2m+1), Bo(k,2m+2), Fo(k,2m+1), andFo(k,2m+2). The stage (ring “k”, stage “m”) also consists of seven 2:1Muxes namely R(k,2m+1), R(k,2m+2), F(k,2m+1), F(k,2m+2), U(k,2m+2),B(k,2m+1), and B(k,2m+2). The stage (ring “k”, stage “m”) also consistsof one 3:1 Mux namely UY(k,2m+1). The 2:1 Mux R(k,2m+1) has two inputsnamely Ri(k,2m+1) and Bo(k,2m+1) and has one output Ro(k,2m+1). The 2:1Mux R(k,2m+2) has two inputs namely Ri(k,2m+2) and Bo(k,2m+2) and hasone output Ro(k,2m+2). The 2:1 Mux F(k,2m+1) has two inputs namelyRo(k,2m+1) and Ro(k,2m+2) and has one output Fo(k,2m+1). The 2:1 MuxF(k,2m+2) has two inputs namely Ro(k,2m+1) and Ro(k,2m+2) and has oneoutput Fo(k,2m+2).

The 3:1 Mux UY(k,2m+1) has three inputs namely Ui(k,2m+1), UYi(k,2m+1),and Fo(k,2m+1), and has one output UYo(k,2m+1). The 2:1 Mux U(k,2m+2)has two inputs namely Ui(k,2m+2) and Fo(k,2m+2) and has one outputUo(k,2m+2). The 2:1 Mux B(k,2m+1) has two inputs namely UYo(k,2m+1) andUo(k,2m+2) and has one output Bo(k,2m+1). The 2:1 Mux B(k,2m+2) has twoinputs namely UYo(k,2m+1) and Uo(k,2m+2) and has one output Bo(k,2m+2).

FIG. 10E illustrates a stage (ring “k”, stage “m”) 1000E consists of 6inputs namely Ri(k,2m+1), Ri(k,2m+2), YRi(k,2m+1), Ui(k,2m+1),Ui(k,2m+2), and YUi(k,2m+1); and 4 outputs Bo(k,2m+1), Bo(k,2m+2),Fo(k,2m+1), and Fo(k,2m+2). The stage (ring “k”, stage “m”) alsoconsists of ten 2:1 Muxes namely YR(k,2m+1), R(k,2m+1), R(k,2m+2),F(k,2m+1), F(k,2m+2), YU(k,2m+1), U(k,2m+1), U(k,2m+2), B(k,2m+1), andB(k,2m+2). The 2:1 Mux YR(k,2m+1) has two inputs namely Ri(k,2m+1) andYRi(k,2m+1) and has one output YRo(k,2m+1). The 2:1 Mux R(k,2m+1) hastwo inputs namely YRo(k,2m+1) and Bo(k,2m+1) and has one outputRo(k,2m+1). The 2:1 Mux R(k,2m+2) has two inputs namely Ri(k,2m+2) andBo(k,2m+2) and has one output Ro(k,2m+2). The 2:1 Mux F(k,2m+1) has twoinputs namely Ro(k,2m+1) and Ro(k,2m+2) and has one output Fo(k,2m+1).The 2:1 Mux F(k,2m+2) has two inputs namely Ro(k,2m+1) and Ro(k,2m+2)and has one output Fo(k,2m+2).

The 2:1 Mux YU(k,2m+1) has two inputs namely Ui(k,2m+1) and YUi(k,2m+1)and has one output YUo(k,2m+1). The 2:1 Mux U(k,2m+1) has two inputsnamely YUo(k,2m+1) and Fo(k,2m+1) and has one output Uo(k,2m+1). The 2:1Mux U(k,2m+2) has two inputs namely Ui(k,2m+2) and Fo(k,2m+2) and hasone output Uo(k,2m+2). The 2:1 Mux B(k,2m+1) has two inputs namelyUo(k,2m+1) and Uo(k,2m+2) and has one output Bo(k,2m+1). The 2:1 MuxB(k,2m+2) has two inputs namely Uo(k,2m+1) and Uo(k,2m+2) and has oneoutput Bo(k,2m+2).

FIG. 10F illustrates a stage (ring “k”, stage “m”) 1000F consists of 6inputs namely Ri(k,2m+1), Ri(k,2m+2), RYi(k,2m+1), Ui(k,2m+1),Ui(k,2m+2), and UYi(k,2m+1); and 4 outputs Bo(k,2m+1), Bo(k,2m+2),Fo(k,2m+1), and Fo(k,2m+2).

The stage (ring “k”, stage “m”) also consists of six 2:1 Muxes namelyR(k,2m+2), F(k,2m+1), F(k,2m+2), U(k,2m+2), B(k,2m+1), and B(k,2m+2).The stage (ring “k”, stage “m”) also consists of two 3:1 Mux namelyRY(k,2m+1) and UY(k,2m+1). The 3:1 Mux RY(k,2m+1) has three inputsnamely Ri(k,2m+1), RYi(k,2m+1), and Bo(k,2m+1) and has one outputRYo(k,2m+1). The 2:1 Mux R(k,2m+2) has two inputs namely Ri(k,2m+2) andBo(k,2m+2) and has one output Ro(k,2m+2). The 2:1 Mux F(k,2m+1) has twoinputs namely RYo(k,2m+1) and Ro(k,2m+2) and has one output Fo(k,2m+1).The 2:1 Mux F(k,2m+2) has two inputs namely RYo(k,2m+1) and Ro(k,2m+2)and has one output Fo(k,2m+2).

The 3:1 Mux UY(k,2m+1) has three inputs namely Ui(k,2m+1), UYi(k,2m+1),and Fo(k,2m+1), and has one output UYo(k,2m+1). The 2:1 Mux U(k,2m+2)has two inputs namely Ui(k,2m+2) and Fo(k,2m+2) and has one outputUo(k,2m+2). The 2:1 Mux B(k,2m+1) has two inputs namely UYo(k,2m+1) andUo(k,2m+2) and has one output Bo(k,2m+1). The 2:1 Mux B(k,2m+2) has twoinputs namely UYo(k,2m+1) and Uo(k,2m+2) and has one output Bo(k,2m+2).

FIG. 11A illustrates a stage (ring “k”, stage “m”) 1100A consists of 5inputs namely Ri(k,2m+1), Ri(k,2m+2), FYi(k,2m+2), Ui(k,2m+1), andUi(k,2m+2); and 4 outputs Bo(k,2m+1), Bo(k,2m+2), Fo(k,2m+1), andFo(k,2m+2). The stage (ring “k”, stage “m”) also consists of seven 2:1Muxes namely R(k,2m+1), R(k,2m+2), F(k,2m+1), U(k,2m+1), U(k,2m+2),B(k,2m+1), and B(k,2m+2). The stage (ring “k”, stage “m”) also consistsof one 3:1 Mux namely FY(k,2m+2). The 2:1 Mux R(k,2m+1) has two inputsnamely Ri(k,2m+1) and Bo(k,2m+1) and has one output Ro(k,2m+1). The 2:1Mux R(k,2m+2) has two inputs namely Ri(k,2m+2) and Bo(k,2m+2) and hasone output Ro(k,2m+2). The 2:1 Mux F(k,2m+1) has two inputs namelyRo(k,2m+1) and Ro(k,2m+2) and has one output Fo(k,2m+1). The 3:1 MuxFY(k,2m+2) has three inputs namely Ro(k,2m+1), Ro(k,2m+2), andFYi(k,2m+2), and has one output FYo(k,2m+2).

The 2:1 Mux U(k,2m+1) has two inputs namely Ui(k,2m+1) and Fo(k,2m+1)and has one output Uo(k,2m+1). The 2:1 Mux U(k,2m+2) has two inputsnamely Ui(k,2m+2) and FYo(k,2m+2) and has one output Uo(k,2m+2). The 2:1Mux B(k,2m+1) has two inputs namely Uo(k,2m+1) and Uo(k,2m+2) and hasone output Bo(k,2m+1). The 2:1 Mux B(k,2m+2) has two inputs namelyUo(k,2m+1) and Uo(k,2m+2) and has one output Bo(k,2m+2).

FIG. 11B illustrates a stage (ring “k”, stage “m”) 1100B consists of 5inputs namely Ri(k,2m+1), Ri(k,2m+2), Ui(k,2m+1), Ui(k,2m+2), andBYi(k,2m+2); and 4 outputs Bo(k,2m+1), Bo(k,2m+2), Fo(k,2m+1), andFo(k,2m+2). The stage (ring “k”, stage “m”) also consists of seven 2:1Muxes namely R(k,2m+1), R(k,2m+2), F(k,2m+1), F(k,2m+2), U(k,2m+1),U(k,2m+2), and B(k,2m+1). The stage (ring “k”, stage “m”) also consistsof one 3:1 Mux namely BY(k,2m+2). The 2:1 Mux R(k,2m+1) has two inputsnamely Ri(k,2m+1) and Bo(k,2m+1) and has one output Ro(k,2m+1). The 2:1Mux R(k,2m+2) has two inputs namely Ri(k,2m+2) and Bo(k,2m+2) and hasone output Ro(k,2m+2). The 2:1 Mux F(k,2m+1) has two inputs namelyRo(k,2m+1) and Ro(k,2m+2) and has one output Fo(k,2m+1). The 2:1 MuxF(k,2m+2) has two inputs namely Ro(k,2m+1), and Ro(k,2m+2), and has oneoutput Fo(k,2m+2).

The 2:1 Mux U(k,2m+1) has two inputs namely Ui(k,2m+1) and Fo(k,2m+1)and has one output Uo(k,2m+1). The 2:1 Mux U(k,2m+2) has two inputsnamely Ui(k,2m+2) and Fo(k,2m+2) and has one output Uo(k,2m+2). The 2:1Mux B(k,2m+1) has two inputs namely Uo(k,2m+1) and Uo(k,2m+2) and hasone output Bo(k,2m+1). The 3:1 Mux BY(k,2m+2) has three inputs namelyUo(k,2m+1), Uo(k,2m+2), and BYi(k,2m+2), and has one output BYo(k,2m+2).

FIG. 11C illustrates a stage (ring “k”, stage “m”) 1100C consists of 6inputs namely Ri(k,2m+1), Ri(k,2m+2), FYi(k,2m+2), Ui(k,2m+1),Ui(k,2m+2), and BYi(k,2m+2); and 4 outputs Bo(k,2m+1), Bo(k,2m+2),Fo(k,2m+1), and Fo(k,2m+2). The stage (ring “k”, stage “m”) alsoconsists of six 2:1 Muxes namely R(k,2m+1), R(k,2m+2), F(k,2m+1),U(k,2m+1), U(k,2m+2), and B(k,2m+1). The stage (ring “k”, stage “m”)also consists of two 3:1 Muxes namely FY(k,2m+2) and BY(k,2m+2). The 2:1Mux R(k,2m+1) has two inputs namely Ri(k,2m+1) and Bo(k,2m+1) and hasone output Ro(k,2m+1). The 2:1 Mux R(k,2m+2) has two inputs namelyRi(k,2m+2) and Bo(k,2m+2) and has one output Ro(k,2m+2). The 2:1 MuxF(k,2m+1) has two inputs namely Ro(k,2m+1) and Ro(k,2m+2) and has oneoutput Fo(k,2m+1). The 3:1 Mux FY(k,2m+2) has three inputs namelyRo(k,2m+1), Ro(k,2m+2), and FYi(k,2m+2), and has one output FYo(k,2m+2).

The 2:1 Mux U(k,2m+1) has two inputs namely Ui(k,2m+1) and Fo(k,2m+1)and has one output Uo(k,2m+1). The 2:1 Mux U(k,2m+2) has two inputsnamely Ui(k,2m+2) and FYo(k,2m+2) and has one output Uo(k,2m+2). The 2:1Mux B(k,2m+1) has two inputs namely Uo(k,2m+1) and Uo(k,2m+2) and hasone output Bo(k,2m+1). The 3:1 Mux BY(k,2m+2) has three inputs namelyUo(k,2m+1), Uo(k,2m+2), and BYi(k,2m+2) and has one output BYo(k,2m+2).

Referring to diagram 1200 in FIG. 12, illustrates all the connectionsbetween two arbitrary successive stages of a ring namely the stages(ring “x”, stage “p”) and (ring “x”, stage “p+1”) and two otherarbitrary successive stages of any other ring namely the stages (ring“y”, stage “q”) and (ring “y”, stage “q+1”), of the complete multi-stagehierarchical network V_(D-Comb)(N₁,N₂d,s).

The stage (ring “x”, stage “p”) consists of 5 inputs namely Ri(x,2p+1),Ri(x,2p+2), Ui(x,2p+1), Ui(x,2p+2), and UYi(x,2p+1); and 4 outputsBo(x,2p+1), Bo(x,2p+2), Fo(x,2p+1), and Fo(x,2p+2). The stage (ring “x”,stage “p”) also consists of seven 2:1 Muxes namely R(x,2p+1), R(x,2p+2),F(x,2p+1), F(x,2p+2), U(x,2p+2), B(x,2p+1), and B(x,2p+2). The stage(ring “x”, stage “p”) also consists of one 3:1 Mux namely UY(x,2p+1).The 2:1 Mux R(x,2p+1) has two inputs namely Ri(x,2p+1) and Bo(x,2p+1)and has one output Ro(x,2p+1). The 2:1 Mux R(x,2p+2) has two inputsnamely Ri(x,2p+2) and Bo(x,2p+2) and has one output Ro(x,2p+2). The 2:1Mux F(x,2p+1) has two inputs namely Ro(x,2p+1) and Ro(x,2p+2) and hasone output Fo(x,2p+1). The 2:1 Mux F(x,2p+2) has two inputs namelyRo(x,2p+1) and Ro(x,2p+2) and has one output Fo(x,2p+2).

The 3:1 Mux UY(x,2p+1) has three inputs namely Ui(x,2p+1), UYi(x,2p+1),and Fo(x,2p+1), and has one output UYo(x,2p+1). The 2:1 Mux U(x,2p+2)has two inputs namely Ui(x,2p+2) and Fo(x,2p+2) and has one outputUo(x,2p+2). The 2:1 Mux B(x,2p+1) has two inputs namely UYo(x,2p+1) andUo(x,2p+2) and has one output Bo(x,2p+1). The 2:1 Mux B(x,2p+2) has twoinputs namely UYo(x,2p+1) and Uo(x,2p+2) and has one output Bo(x,2p+2).

The stage (ring “x”, stage “p+1”) consists of 5 inputs namelyRi(x,2p+3), Ri(x,2p+4), RYi(x,2p+3), Ui(x,2p+3), and Ui(x,2p+4); and 4outputs Bo(x,2p+3), Bo(x,2p+4), Fo(x,2p+3), and Fo(x,2p+4). The stage(ring “x”, stage “p+1”) also consists of seven 2:1 Muxes namelyR(x,2p+4), F(x,2p+3), F(x,2p+4), U(x,2p+3), U(x,2p+4), B(x,2p+3), andB(x,2p+4). The stage (ring “x”, stage “p+1”) also consists of one 3:1Mux namely RY(x,2p+3). The 3:1 Mux RY(x,2p+3) has three inputs namelyRi(x,2p+3), RYi(x,2p+3), and Bo(x,2p+3), and has one output RYo(x,2p+3).The 2:1 Mux R(x,2p+4) has two inputs namely Ri(x,2p+4) and Bo(x,2p+4)and has one output Ro(x,2p+4). The 2:1 Mux F(x,2p+3) has two inputsnamely RYo(x,2p+3) and Ro(x,2p+4) and has one output Fo(x,2p+3). The 2:1Mux F(x,2p+4) has two inputs namely RYo(x,2p+3) and Ro(x,2p+4) and hasone output Fo(x,2p+4).

The 2:1 Mux U(x,2p+3) has two inputs namely Ui(x,2p+3) and Fo(x,2p+3)and has one output Uo(x,2p+3). The 2:1 Mux U(x,2p+4) has two inputsnamely Ui(x,2p+4) and Fo(x,2p+4) and has one output Uo(x,2p+4). The 2:1Mux B(x,2p+3) has two inputs namely Uo(x,2p+3) and Uo(x,2p+4) and hasone output Bo(x,2p+3). The 2:1 Mux B(x,2p+4) has two inputs namelyUo(x,2p+3) and Uo(x,2p+4) and has one output Bo(x,2p+4).

The output Fo(x,2p+1) of the stage (ring “x”, stage “p”) is connected tothe input Ri(x,2p+3) of the stage (ring “x”, stage “p+1”). And theoutput Bo(x,2p+3) of the stage (ring “x”, stage “p+1”) is connected tothe input Ui(x,2p+1) of the stage (ring “x”, stage “p”).

The stage (ring “y”, stage “q”) consists of 5 inputs namely Ri(y,2q+1),Ri(y,2q+2), Ui(y,2q+1), Ui(y,2q+2), and YUi(y,2q+1); and 4 outputsBo(y,2q+1), Bo(y,2q+2), Fo(y,2q+1), and Fo(y,2q+2). The stage (ring “y”,stage “q”) also consists of nine 2:1 Muxes namely R(y,2q+1), R(y,2q+2),F(y,2q+1), F(y,2q+2), YU(y,2q+1), U(y,2q+1), U(y,2q+2), B(y,2q+1), andB(y,2q+2). The 2:1 Mux R(y,2q+1) has two inputs namely Ri(y,2q+1) andBo(y,2q+1) and has one output Ro(y,2q+1). The 2:1 Mux R(y,2q+2) has twoinputs namely Ri(y,2q+2) and Bo(y,2q+2) and has one output Ro(y,2q+2).The 2:1 Mux F(y,2q+1) has two inputs namely Ro(y,2q+1) and Ro(y,2q+2)and has one output Fo(y,2q+1). The 2:1 Mux F(y,2q+2) has two inputsnamely Ro(y,2q+1) and Ro(y,2q+2) and has one output Fo(y,2q+2).

The 2:1 Mux YU(y,2q+1) has two inputs namely Ui(y,2q+1) and YUi(y,2q+1)and has one output YUo(y,2q+1). The 2:1 Mux U(y,2q+1) has two inputsnamely YUo(y,2q+1) and Fo(y,2q+1) and has one output Uo(y,2q+1). The 2:1Mux U(y,2q+2) has two inputs namely Ui(y,2q+2) and Fo(y,2q+2) and hasone output Uo(y,2q+2). The 2:1 Mux B(y,2q+1) has two inputs namelyUo(y,2q+1) and Uo(y,2q+2) and has one output Bo(y,2q+1). The 2:1 MuxB(y,2q+2) has two inputs namely Uo(y,2q+1) and Uo(y,2q+2) and has oneoutput Bo(y,2q+2).

The stage (ring “y”, stage “q+1”) consists of 5 inputs namelyRi(y,2q+3), Ri(y,2q+4), YRi(y,2q+3), Ui(y,2q+3), and Ui(y,2q+4); and 4outputs Bo(y,2q+3), Bo(y,2q+4), Fo(y,2q+3), and Fo(y,2q+4). The stage(ring “y”, stage “q+1”) also consists of nine 2:1 Muxes namelyR(y,2q+3), R(y,2q+4), YR(y,2q+3), F(y,2q+3), F(y,2q+4), U(y,2q+3),U(y,2q+4), B(y,2q+3), and B(y,2q+4). The 2:1 Mux YR(y,2q+3) has twoinputs namely Ri(y,2q+3) and YRi(y,2q+3) and has one output YRo(y,2q+3).The 2:1 Mux R(y,2q+3) has two inputs namely YRo(y,2q+3) and Bo(y,2q+3)and has one output Ro(y,2q+3). The 2:1 Mux R(y,2q+4) has two inputsnamely Ri(y,2q+4) and Bo(y,2q+4) and has one output Ro(y,2q+4). The 2:1Mux F(y,2q+3) has two inputs namely Ro(y,2q+3) and Ro(y,2q+4) and hasone output Fo(y,2q+3). The 2:1 Mux F(y,2q+4) has two inputs namelyRo(y,2q+3) and Ro(y,2q+4) and has one output Fo(y,2q+4).

The 2:1 Mux U(y,2q+3) has two inputs namely Ui(y,2q+3) and Fo(y,2q+3)and has one output Uo(y,2q+3). The 2:1 Mux U(y,2q+4) has two inputsnamely Ui(y,2q+4) and Fo(y,2q+4) and has one output Uo(y,2q+4). The 2:1Mux B(y,2q+3) has two inputs namely Uo(y,2q+3) and Uo(y,2q+4) and hasone output Bo(y,2q+3). The 2:1 Mux B(y,2q+4) has two inputs namelyUo(y,2q+3) and Uo(y,2q+4) and has one output Bo(y,2q+4).

The output Fo(y,2q+1) of the stage (ring “y”, stage “q”) is connected tothe input Ri(y,2q+3) of the stage (ring “y”, stage “q+1”). And theoutput Bo(y,2q+3) of the stage (ring “y”, stage “q+1”) is connected tothe input Ui(y,2q+1) of the stage (ring “y”, stage “q”).

The output Fo(x,2p+2) of the stage (ring “x”, stage “p”) is connectedvia the wire Hop(1,1) to two inputs namely input Ri(y,2q+4) of the stage(ring “y”, stage “q+1”) and input YUi(y,2q+1) of the stage (ring “y”,stage “q”). The output Bo(x,2p+4) of the stage (ring “x”, stage “p+1”)is connected via the wire Hop(1,2) to two inputs namely input Ui(y,2q+2)of the stage (ring “y”, stage “q”) and input YRi(y,2q+3) of the stage(ring “y”, stage “q+1”).

The output Fo(y,2q+2) of the stage (ring “y”, stage “q”) is connectedvia the wire Hop(2,1) to two inputs namely input Ri(x,2p+4) of the stage(ring “x”, stage “p+1”) and input UYi(x,2p+1) of the stage (ring “x”,stage “p”). The output Bo(y,2q+4) of the stage (ring “y”, stage “q+1”)is connected via the wire Hop(2,2) to two inputs namely input Ui(x,2p+2)of the stage (ring “x”, stage “p”) and input RYi(x,2p+3) of the stage(ring “x”, stage “p+1”).

Referring to diagram 1300 in FIG. 13, illustrates all the connectionsbetween two arbitrary successive stages of a ring namely the stages(ring “x”, stage “p”) and (ring “x”, stage “p+1”) and two otherarbitrary successive stages of any other ring namely the stages (ring“y”, stage “q”) and (ring “y”, stage “q+1”), of the complete multi-stagehierarchical network V_(D-Comb)(N₁,N₂d,s).

The stage (ring “x”, stage “p”) consists of 6 inputs namely Fi(x,2p+1),Fi(x,2p+2), YFi(x,2p+1), Ui(x,2p+1), Ui(x,2p+2), and YUi(x,2p+1); and 4outputs Bo(x,2p+1), Bo(x,2p+2), Fo(x,2p+1), and Fo(x,2p+2). The stage(ring “x”, stage “p”) also consists of eight 2:1 Muxes namely F(x,2p+1),F(x,2p+2), YF(x,2p+1), U(x,2p+1), U(x,2p+2), YU(x,2p+1), B(x,2p+1), andB(x,2p+2). The 2:1 Mux YF(x,2p+1) has two inputs namely Fi(x,2p+1) andYFi(x,2p+1) and has one output YFo(x,2p+1). The 2:1 Mux F(x,2p+1) hastwo inputs namely YFo(x,2p+1) and Fi(x,2p+2) and has one outputFo(x,2p+1). The 2:1 Mux F(x,2p+2) has two inputs namely YFo(x,2p+1) andFi(x,2p+2) and has one output Fo(x,2p+2).

The 2:1 Mux YU(x,2p+1) has two inputs namely Ui(x,2p+1) and YUi(x,2p+1)and has one output YUo(x,2p+1). The 2:1 Mux U(x,2p+1) has two inputsnamely YUo(x,2p+1) and Fo(x,2p+1) and has one output Uo(x,2p+1). The 2:1Mux U(x,2p+2) has two inputs namely Ui(x,2p+2) and Fo(x,2p+2) and hasone output Uo(x,2p+2). The 2:1 Mux B(x,2p+1) has two inputs namelyUo(x,2p+1) and Uo(x,2p+2) and has one output Bo(x,2p+1). The 2:1 MuxB(x,2p+2) has two inputs namely Uo(x,2p+1) and Uo(x,2p+2) and has oneoutput Bo(x,2p+2).

The stage (ring “x”, stage “p+1”) consists of 6 inputs namelyRi(x,2p+3), Ri(x,2p+4), YRi(x,2p+3), Ui(x,2p+3), Ui(x,2p+4), andYUi(x,2p+3); and 4 outputs Bo(x,2p+3), Bo(x,2p+4), Fo(x,2p+3), andFo(x,2p+4). The stage (ring “x”, stage “p+1”) also consists of ten 2:1Muxes namely YR(x,2p+3), R(x,2p+3), R(x,2p+4), F(x,2p+3), F(x,2p+4),YU(x,2p+3), U(x,2p+3), U(x,2p+4), B(x,2p+3), and B(x,2p+4). The 2:1 MuxYR(x,2p+3) has two inputs namely Ri(x,2p+3) and YRi(x,2p+3) and has oneoutput YRo(x,2p+3). The 2:1 Mux R(x,2p+3) has two inputs namelyYRo(x,2p+3) and Bo(x,2p+3) and has one output Ro(x,2p+3). The 2:1 MuxR(x,2p+4) has two inputs namely Ri(x,2p+4) and Bo(x,2p+4) and has oneoutput Ro(x,2p+4). The 2:1 Mux F(x,2p+3) has two inputs namelyRo(x,2p+3) and Ro(x,2p+4) and has one output Fo(x,2p+3). The 2:1 MuxF(x,2p+4) has two inputs namely Ro(x,2p+3) and Ro(x,2p+4) and has oneoutput Fo(x,2p+4).

The 2:1 Mux YU(x,2p+3) has two inputs namely Ui(x,2p+3) and YUi(x,2p+3)and has one output YUo(x,2p+3). The 2:1 Mux U(x,2p+3) has two inputsnamely YUo(x,2p+3) and Fo(x,2p+3) and has one output Uo(x,2p+3). The 2:1Mux U(x,2p+4) has two inputs namely Ui(x,2p+4) and Fo(x,2p+4) and hasone output Uo(x,2p+4). The 2:1 Mux B(x,2p+3) has two inputs namelyUo(x,2p+3) and Uo(x,2p+4) and has one output Bo(x,2p+3). The 2:1 MuxB(x,2p+4) has two inputs namely Uo(x,2p+3) and Uo(x,2p+4) and has oneoutput Bo(x,2p+4).

The output Fo(x,2p+1) of the stage (ring “x”, stage “p”) is connected tothe input Ri(x,2p+3) of the stage (ring “x”, stage “p+1”). And theoutput Bo(x,2p+3) of the stage (ring “x”, stage “p+1”) is connected tothe input Ui(x,2p+1) of the stage (ring “x”, stage “p”).

The stage (ring “y”, stage “q”) consists of 6 inputs namely Fi(y,2q+1),Fi(y,2q+2), YFi(y,2q+1), Ui(y,2q+1), Ui(y,2q+2), and UYi(y,2q+1); and 4outputs Bo(y,2q+1), Bo(y,2q+2), Fo(y,2q+1), and Fo(y,2q+2). The stage(ring “y”, stage “q”) also consists of six 2:1 Muxes namely F(y,2q+1),F(y,2q+2), YF(y,2q+1), U(y,2q+2), B(y,2q+1), and B(y,2q+2). The stage(ring “y”, stage “q”) also consists of one 3:1 Mux namely UY(y,2q+1).The 2:1 Mux YF(y,2q+1) has two inputs namely Fi(y,2q+1) and YFi(y,2q+1)and has one output YFo(y,2q+1). The 2:1 Mux F(y,2q+1) has two inputsnamely YFo(y,2q+1) and Fi(y,2q+2) and has one output Fo(y,2q+1). The 2:1Mux F(y,2q+2) has two inputs namely YFo(y,2q+1) and Fi(y,2q+2) and hasone output Fo(y,2q+2).

The 3:1 Mux UY(y,2q+1) has three inputs namely Ui(y,2q+1), UYi(y,2q+1)and Fo(y,2q+1) and has one output UYo(y,2q+1). The 2:1 Mux U(y,2q+2) hastwo inputs namely Ui(y,2q+2) and Fo(y,2q+2) and has one outputUo(y,2q+2). The 2:1 Mux B(y,2q+1) has two inputs namely UYo(y,2q+1) andUo(y,2q+2) and has one output Bo(y,2q+1). The 2:1 Mux B(y,2q+2) has twoinputs namely UYo(y,2q+1) and Uo(y,2q+2) and has one output Bo(y,2q+2).

The stage (ring “y”, stage “q+1”) consists of 6 inputs namelyRi(y,2q+3), Ri(y,2q+4), RYi(y,2q+3), Ui(y,2q+3), Ui(y,2q+4), andUYi(y,2q+3); and 4 outputs Bo(y,2q+3), Bo(y,2q+4), Fo(y,2q+3), andFo(y,2q+4). The stage (ring “y”, stage “2q+1”) also consists of six 2:1Muxes namely R(y,2q+4), F(y,2q+3), F(y,2q+4), U(y,2q+4), B(y,2q+3), andB(y,2q+4). The stage (ring “y”, stage “2q+1”) also consists of two 3:1Mux namely RY(y,2q+3) and UY(y,2q+3). The 3:1 Mux RY(y,2q+3) has threeinputs namely Ri(y,2q+3), RYi(y,2q+3), and Bo(y,2q+3) and has one outputRYo(y,2q+3). The 2:1 Mux R(y,2q+4) has two inputs namely Ri(y,2q+4) andBo(y,2q+4) and has one output Ro(y,2q+4). The 2:1 Mux F(y,2q+3) has twoinputs namely RYo(y,2q+3) and Ro(y,2q+4) and has one output Fo(y,2q+3).The 2:1 Mux F(y,2q+4) has two inputs namely RYo(y,2q+3) and Ro(y,2q+4)and has one output Fo(y,2q+4).

The 3:1 Mux UY(y,2q+3) has three inputs namely Ui(y,2q+3), UYi(y,2q+3),and Fo(y,2q+3), and has one output UYo(y,2q+3). The 2:1 Mux U(y,2q+4)has two inputs namely Ui(y,2q+4) and Fo(y,2q+4) and has one outputUo(y,2q+4). The 2:1 Mux B(y,2q+3) has two inputs namely UYo(y,2q+3) andUo(y,2q+4) and has one output Bo(y,2q+3). The 2:1 Mux B(y,2q+4) has twoinputs namely UYo(y,2q+3) and Uo(y,2q+4) and has one output Bo(y,2q+4).

The output Fo(y,2q+1) of the stage (ring “y”, stage “q”) is connected tothe input Ri(y,2q+3) of the stage (ring “y”, stage “q+1”). And theoutput Bo(y,2q+3) of the stage (ring “y”, stage “q+1”) is connected tothe input Ui(y,2q+1) of the stage (ring “y”, stage “q”).

The output Fo(x,2p+2) of the stage (ring “x”, stage “p”) is connectedvia the wire Hop(1,1) to two inputs namely input Ri(y,2q+4) of the stage(ring “y”, stage “q+1”) and input UYi(y,2q+1) of the stage (ring “y”,stage “q”). The output Bo(x,2p+4) of the stage (ring “x”, stage “p+1”)is connected via the wire Hop(1,2) to two inputs namely input Ui(y,2q+2)of the stage (ring “y”, stage “q”) and input RYi(y,2q+3) of the stage(ring “y”, stage “q+1”).

The output Fo(y,2q+2) of the stage (ring “y”, stage “q”) is connectedvia the wire Hop(2,1) to two inputs namely input Ri(x,2p+4) of the stage(ring “x”, stage “p+1”) and input YUi(x,2p+1) of the stage (ring “x”,stage “p”). The output Bo(y,2q+4) of the stage (ring “y”, stage “q+1”)is connected via the wire Hop(2,2) to two inputs namely input Ui(x,2p+2)of the stage (ring “x”, stage “p”) and input YRi(x,2p+3) of the stage(ring “x”, stage “p+1”).

Referring to diagram 1400 in FIG. 14, illustrates all the connectionsbetween two arbitrary successive stages of a ring namely the stages(ring “x”, stage “p”) and (ring “x”, stage “p+1”) and two otherarbitrary successive stages of any other ring namely the stages (ring“y”, stage “q”) and (ring “y”, stage “q+1”), of the complete multi-stagehierarchical network V_(D-Comb)(N₁,N₂d,s).

The stage (ring “x”, stage “p”) consists of 5 inputs namely Fi(x,2p+1),Fi(x,2p+2), YUi(x,2p+1), Ui(x,2p+1), and Ui(x,2p+2); and 4 outputsBo(x,2p+1), Bo(x,2p+2), Fo(x,2p+1), and Fo(x,2p+2). The stage (ring “x”,stage “p”) also consists of seven 2:1 Muxes namely F(x,2p+1), F(x,2p+2),YF(x,2p+1), U(x,2p+1), U(x,2p+2), B(x,2p+1), and B(x,2p+2). The 2:1 MuxF(x,2p+1) has two inputs namely Fi(x,2p+1) and Fi(x,2p+2) and has oneoutput Fo(x,2p+1). The 2:1 Mux F(x,2p+2) has two inputs namelyFi(x,2p+1) and Fi(x,2p+2) and has one output Fo(x,2p+2).

The 2:1 Mux YU(x,2p+1) has two inputs namely Ui(x,2p+1) and YUi(x,2p+1)and has one output YUo(x,2p+1). The 2:1 Mux U(x,2p+1) has two inputsnamely YUo(x,2p+1) and Fo(x,2p+1) and has one output Uo(x,2p+1). The 2:1Mux U(x,2p+2) has two inputs namely Ui(x,2p+2) and Fo(x,2p+2) and hasone output Uo(x,2p+2). The 2:1 Mux B(x,2p+1) has two inputs namelyUo(x,2p+1) and Uo(x,2p+2) and has one output Bo(x,2p+1). The 2:1 MuxB(x,2p+2) has two inputs namely Uo(x,2p+1) and Uo(x,2p+2) and has oneoutput Bo(x,2p+2).

The stage (ring “x”, stage “p+1”) consists of 5 inputs namelyFi(x,2p+3), Fi(x,2p+4), YFi(x,2p+3), Ui(x,2p+3), and Ui(x,2p+4); and 4outputs Bo(x,2p+3), Bo(x,2p+4), Fo(x,2p+3), and Fo(x,2p+4). The stage(ring “x”, stage “p+1”) also consists of seven 2:1 Muxes namelyYF(x,2p+3), F(x,2p+3), F(x,2p+4), U(x,2p+3), U(x,2p+4), B(x,2p+3), andB(x,2p+4). The 2:1 Mux YF(x,2p+3) has two inputs namely Fi(x,2p+3) andYFi(x,2p+3) and has one output YFo(x,2p+3). The 2:1 Mux F(x,2p+3) hastwo inputs namely YFo(x,2p+3) and Fi(x,2p+4) and has one outputFo(x,2p+3). The 2:1 Mux F(x,2p+4) has two inputs namely YFo(x,2p+3) andFi(x,2p+4) and has one output Fo(x,2p+4).

The 2:1 Mux U(x,2p+3) has two inputs namely Ui(x,2p+3) and Fo(x,2p+3)and has one output Uo(x,2p+3). The 2:1 Mux U(x,2p+4) has two inputsnamely Ui(x,2p+4) and Fo(x,2p+4) and has one output Uo(x,2p+4). The 2:1Mux B(x,2p+3) has two inputs namely Uo(x,2p+3) and Uo(x,2p+4) and hasone output Bo(x,2p+3). The 2:1 Mux B(x,2p+4) has two inputs namelyUo(x,2p+3) and Uo(x,2p+4) and has one output Bo(x,2p+4).

The output Fo(x,2p+1) of the stage (ring “x”, stage “p”) is connected tothe input Fi(x,2p+3) of the stage (ring “x”, stage “p+1”). And theoutput Bo(x,2p+3) of the stage (ring “x”, stage “p+1”) is connected tothe input Ui(x,2p+1) of the stage (ring “x”, stage “p”).

The stage (ring “y”, stage “q”) consists of 5 inputs namely Fi(y,2q+1),Fi(y,2q+2), UYi(y,2q+1), Ui(y,2q+1), and Ui(y,2q+2); and 4 outputsBo(y,2q+1), Bo(y,2q+2), Fo(y,2q+1), and Fo(y,2q+2). The stage (ring “y”,stage “q”) also consists of five 2:1 Muxes namely F(y,2q+1), F(y,2q+2),U(y,2q+2), B(y,2q+1), and B(y,2q+2). The stage (ring “y”, stage “q”)also consists of one 3:1 Mux namely UY(y,2q+1). The 2:1 Mux F(y,2q+1)has two inputs namely Fi(y,2q+1) and Fi(y,2q+2) and has one outputFo(y,2q+1). The 2:1 Mux F(y,2q+2) has two inputs namely Fi(y,2q+1) andFi(y,2q+2) and has one output Fo(y,2q+2).

The 3:1 Mux UY(y,2q+1) has three inputs namely Ui(y,2q+1), UYi(y,2q+1)and Fo(y,2q+1) and has one output UYo(y,2q+1). The 2:1 Mux U(y,2q+2) hastwo inputs namely Ui(y,2q+2) and Fo(y,2q+2) and has one outputUo(y,2q+2). The 2:1 Mux B(y,2q+1) has two inputs namely UYo(y,2q+1) andUo(y,2q+2) and has one output Bo(y,2q+1). The 2:1 Mux B(y,2q+2) has twoinputs namely UYo(y,2q+1) and Uo(y,2q+2) and has one output Bo(y,2q+2).

The stage (ring “y”, stage “q+1”) consists of 5 inputs namelyFi(y,2q+3), Fi(y,2q+4), YFi(y,2q+3), Ui(y,2q+3), and Ui(y,2q+4); and 4outputs Bo(y,2q+3), Bo(y,2q+4), Fo(y,2q+3), and Fo(y,2q+4). The stage(ring “y”, stage “q+1”) also consists of seven 2:1 Muxes namelyYF(y,2q+3), F(y,2q+3), F(y,2q+4), U(y,2q+3), U(y,2q+4), B(y,2q+3), andB(y,2q+4). The 2:1 Mux YF(y,2q+3) has two inputs namely Fi(y,2q+3) andYFi(y,2q+3) and has one output YFo(y,2q+3). The 2:1 Mux F(y,2q+3) hastwo inputs namely YFo(y,2q+3) and Fi(y,2q+4) and has one outputFo(y,2q+3). The 2:1 Mux F(y,2q+4) has two inputs namely YFo(y,2q+3) andFi(y,2q+4) and has one output Fo(y,2q+4).

The 2:1 Mux U(y,2q+3) has two inputs namely Ui(y,2q+3) and Fo(y,2q+3)and has one output Uo(y,2q+3). The 2:1 Mux U(y,2q+4) has two inputsnamely Ui(y,2q+4) and Fo(y,2q+4) and has one output Uo(y,2q+4). The 2:1Mux B(y,2q+3) has two inputs namely Uo(y,2q+3) and Uo(y,2q+4) and hasone output Bo(y,2q+3). The 2:1 Mux B(y,2q+4) has two inputs namelyUo(y,2q+3) and Uo(y,2q+4) and has one output Bo(y,2q+4).

The output Fo(y,2q+1) of the stage (ring “y”, stage “q”) is connected tothe input Fi(y,2q+3) of the stage (ring “y”, stage “q+1”). And theoutput Bo(y,2q+3) of the stage (ring “y”, stage “q+1”) is connected tothe input Ui(y,2q+1) of the stage (ring “y”, stage “q”).

The output Fo(x,2p+2) of the stage (ring “x”, stage “p”) is connectedvia the wire Hop(1,1) to two inputs namely input Fi(y,2q+4) of the stage(ring “y”, stage “q+1”) and input UYi(y,2q+1) of the stage (ring “y”,stage “q”). The output Bo(x,2p+4) of the stage (ring “x”, stage “p+1”)is connected via the wire Hop(1,2) to two inputs namely input Ui(y,2q+2)of the stage (ring “y”, stage “q”) and input YFi(y,2q+3) of the stage(ring “y”, stage “q+1”).

The output Fo(y,2q+2) of the stage (ring “y”, stage “q”) is connectedvia the wire Hop(2,1) to two inputs namely input Fi(x,2p+4) of the stage(ring “x”, stage “p+1”) and input YUi(x,2p+1) of the stage (ring “x”,stage “p”). The output Bo(y,2q+4) of the stage (ring “y”, stage “q+1”)is connected via the wire Hop(2,2) to two inputs namely input Ui(x,2p+2)of the stage (ring “x”, stage “p”) and input YFi(x,2p+3) of the stage(ring “x”, stage “p+1”).

Referring to diagram 1500 in FIG. 15, illustrates all the connectionsbetween two arbitrary successive stages of a ring namely the stages(ring “x”, stage “p”) and (ring “x”, stage “p+1”) and two otherarbitrary successive stages of any other ring namely the stages (ring“y”, stage “q”) and (ring “y”, stage “q+1”), of the complete multi-stagehierarchical network V_(D-Comb)(N₁,N₂d,s).

The stage (ring “x”, stage “p”) consists of 5 inputs namely Ri(x,2p+1),Ri(x,2p+2), Ui(x,2p+1), Ui(x,2p+2), and BYi(x,2p+2); and 4 outputsBo(x,2p+1), Bo(x,2p+2), Fo(x,2p+1), and Fo(x,2p+2). The stage (ring “x”,stage “p”) also consists of seven 2:1 Muxes namely R(x,2p+1), R(x,2p+2),F(x,2p+1), F(x,2p+2), U(x,2p+1), U(x,2p+2), and B(x,2p+1). The stage(ring “x”, stage “p”) also consists of one 3:1 Mux namely BY(x,2p+2).The 2:1 Mux R(x,2p+1) has two inputs namely Ri(x,2p+1) and Bo(x,2p+1)and has one output Ro(x,2p+1). The 2:1 Mux R(x,2p+2) has two inputsnamely Ri(x,2p+2) and Bo(x,2p+2) and has one output Ro(x,2p+2). The 2:1Mux F(x,2p+1) has two inputs namely Ro(x,2p+1) and Ro(x,2p+2) and hasone output Fo(x,2p+1). The 2:1 Mux F(x,2p+2) has two inputs namelyRo(x,2p+1), and Ro(x,2p+2), and has one output Fo(x,2p+2).

The 2:1 Mux U(x,2p+1) has two inputs namely Ui(x,2p+1) and Fo(x,2p+1)and has one output Uo(x,2p+1). The 2:1 Mux U(x,2p+2) has two inputsnamely Ui(x,2p+2) and Fo(x,2p+2) and has one output Uo(x,2p+2). The 2:1Mux B(x,2p+1) has two inputs namely Uo(x,2p+1) and Uo(x,2p+2) and hasone output Bo(x,2p+1). The 3:1 Mux BY(x,2p+2) has three inputs namelyUo(x,2p+1), Uo(x,2p+2), and BYi(x,2p+2), and has one output BYo(x,2p+2).

The stage (ring “x”, stage “p+1”) consists of 5 inputs namelyRi(x,2p+3), Ri(x,2p+4), FYi(x,2p+4), Ui(x,2p+3), and Ui(x,2p+4); and 4outputs Bo(x,2p+3), Bo(x,2p+4), Fo(x,2p+3), and Fo(x,2p+4). The stage(ring “x”, stage “p+1”) also consists of seven 2:1 Muxes namelyR(x,2p+3), R(x,2p+4), F(x,2p+3), U(x,2p+3), U(x,2p+4), B(x,2p+3), andB(x,2p+4). The stage (ring “x”, stage “p+1”) also consists of one 3:1Mux namely FY(x,2p+4). The 2:1 Mux R(x,2p+3) has two inputs namelyRi(x,2p+3) and Bo(x,2p+3) and has one output Ro(x,2p+3). The 2:1 MuxR(x,2p+4) has two inputs namely Ri(x,2p+4) and Bo(x,2p+4) and has oneoutput Ro(x,2p+4). The 2:1 Mux F(x,2p+3) has two inputs namelyRo(x,2p+3) and Ro(x,2p+4) and has one output Fo(x,2p+3). The 3:1 MuxFY(x,2p+4) has three inputs namely Ro(x,2p+3), Ro(x,2p+4), andFYi(x,2p+4), and has one output FYo(x,2p+4).

The 2:1 Mux U(x,2p+3) has two inputs namely Ui(x,2p+3) and Fo(x,2p+3)and has one output Uo(x,2p+3). The 2:1 Mux U(x,2p+4) has two inputsnamely Ui(x,2p+4) and FYo(x,2p+4) and has one output Uo(x,2p+4). The 2:1Mux B(x,2p+3) has two inputs namely Uo(x,2p+3) and Uo(x,2p+4) and hasone output Bo(x,2p+3). The 2:1 Mux B(x,2p+4) has two inputs namelyUo(x,2p+3) and Uo(x,2p+4) and has one output Bo(x,2p+4).

The output Fo(x,2p+1) of the stage (ring “x”, stage “p”) is connected tothe input Ri(x,2p+3) of the stage (ring “x”, stage “p+1”). And theoutput Bo(x,2p+3) of the stage (ring “x”, stage “p+1”) is connected tothe input Ui(x,2p+1) of the stage (ring “x”, stage “p”).

The stage (ring “y”, stage “q”) consists of 6 inputs namely Ri(y,2q+1),Ri(y,2q+2), FYi(y,2q+2), Ui(y,2q+1), Ui(y,2q+2), and BYi(y,2q+2); and 4outputs Bo(y,2q+1), Bo(y,2q+2), Fo(y,2q+1), and Fo(y,2q+2). The stage(ring “y”, stage “q”) also consists of six 2:1 Muxes namely R(y,2q+1),R(y,2q+2), F(y,2q+1), U(y,2q+1), U(y,2q+2), and B(y,2q+1). The stage(ring “y”, stage “q”) also consists of two 3:1 Muxes namely FY(y,2q+2)and BY(y,2q+2). The 2:1 Mux R(y,2q+1) has two inputs namely Ri(y,2q+1)and Bo(y,2q+1) and has one output Ro(y,2q+1). The 2:1 Mux R(y,2q+2) hastwo inputs namely Ri(y,2q+2) and Bo(y,2q+2) and has one outputRo(y,2q+2). The 2:1 Mux F(y,2q+1) has two inputs namely Ro(y,2q+1) andRo(y,2q+2) and has one output Fo(y,2q+1). The 3:1 Mux FY(y,2q+2) hasthree inputs namely Ro(y,2q+1), Ro(y,2q+2), and FYi(y,2q+2), and has oneoutput FYo(y,2q+2).

The 2:1 Mux U(y,2q+1) has two inputs namely Ui(y,2q+1) and Fo(y,2q+1)and has one output Uo(y,2q+1). The 2:1 Mux U(y,2q+2) has two inputsnamely Ui(y,2q+2) and FYo(y,2q+2) and has one output Uo(y,2q+2). The 2:1Mux B(y,2q+1) has two inputs namely Uo(y,2q+1) and Uo(y,2q+2) and hasone output Bo(y,2q+1). The 3:1 Mux BY(y,2q+2) has three inputs namelyUo(y,2q+1), Uo(y,2q+2), and BYi(y,2q+2) and has one output BYo(y,2q+2).

The stage (ring “y”, stage “q+1”) consists of 5 inputs namelyFi(y,2q+3), Fi(y,2q+4), YFi(y,2q+3), Ui(y,2q+3), and Ui(y,2q+4); and 4outputs Bo(y,2q+3), Bo(y,2q+4), Fo(y,2q+3), and Fo(y,2q+4). The stage(ring “y”, stage “q+1”) also consists of seven 2:1 Muxes namelyYF(y,2q+3), F(y,2q+3), F(y,2q+4), U(y,2q+3), U(y,2q+4), B(y,2q+3), andB(y,2q+4). The 2:1 Mux YF(y,2q+3) has two inputs namely Fi(y,2q+3) andYFi(y,2q+3) and has one output YFo(y,2q+3). The 2:1 Mux F(y,2q+3) hastwo inputs namely YFo(y,2q+3) and Fi(y,2q+4) and has one outputFo(y,2q+3). The 2:1 Mux F(y,2q+4) has two inputs namely YFo(y,2q+3) andFi(y,2q+4) and has one output Fo(y,2q+4).

The 2:1 Mux U(y,2q+3) has two inputs namely Ui(y,2q+3) and Fo(y,2q+3)and has one output Uo(y,2q+3). The 2:1 Mux U(y,2q+4) has two inputsnamely Ui(y,2q+4) and Fo(y,2q+4) and has one output Uo(y,2q+4). The 2:1Mux B(y,2q+3) has two inputs namely Uo(y,2q+3) and Uo(y,2q+4) and hasone output Bo(y,2q+3). The 2:1 Mux B(y,2q+4) has two inputs namelyUo(y,2q+3) and Uo(y,2q+4) and has one output Bo(y,2q+4).

The output Fo(y,2q+1) of the stage (ring “y”, stage “q”) is connected tothe input Fi(y,2q+3) of the stage (ring “y”, stage “q+1”). And theoutput Bo(y,2q+3) of the stage (ring “y”, stage “q+1”) is connected tothe input Ui(y,2q+1) of the stage (ring “y”, stage “q”).

The output Fo(x,2p+2) of the stage (ring “x”, stage “p”) is connectedvia the wire Hop(1,1) to two inputs namely input Fi(y,2q+4) of the stage(ring “y”, stage “q+1”) and input BYi(y,2q+1) of the stage (ring “y”,stage “q”). The output Bo(x,2p+4) of the stage (ring “x”, stage “p+1”)is connected via the wire Hop(1,2) to two inputs namely input Ui(y,2q+2)of the stage (ring “y”, stage “q”) and input YFi(y,2q+3) of the stage(ring “y”, stage “q+1”).

The output Fo(y,2q+2) of the stage (ring “y”, stage “q”) is connectedvia the wire Hop(2,1) to two inputs namely input Ri(x,2p+4) of the stage(ring “x”, stage “p+1”) and input BYi(x,2p+1) of the stage (ring “x”,stage “p”). The output Bo(y,2q+4) of the stage (ring “y”, stage “q+1”)is connected via the wire Hop(2,2) to two inputs namely input Ui(x,2p+2)of the stage (ring “x”, stage “p”) and input YFi(x,2p+4) of the stage(ring “x”, stage “p+1”).

In accordance with the current invention, either partial multi-stagehierarchical network V_(D-Comb)(N₁,N₂d,s) 100A of FIG. 1A or partialmulti-stage hierarchical network V_(D-Comb)(N₁,N₂d,s) 100B of FIG. 1B,corresponding to a block of 2D-grid of blocks 800 of FIG. 8, using anyone of the embodiments of 200A-200E of FIGS. 2A-2E, 900A-900E of FIGS.9A-9E, 1000A-1000F of FIGS. 10A-10F, 1100A-1100C of FIGS. 11A-11C toimplement a stage of a ring of the multi-stage hierarchical network, byusing the hop wire connection chart 700 of FIG. 7 and the hop wireconnections between two arbitrary successive stages in two differentrings of the same block or two different rings of different blocksdescribed in diagram 700 of FIG. 7 may be any one of the embodiments ofeither the diagrams 300A of FIG. 3A, 300B of FIG. 3B, 400 of FIG. 4, 500of FIG. 5, 600 of FIG. 6, 1200 of FIG. 12, 1300 of FIG. 13, 1400 of FIG.14, and 1500 of FIG. 15 is very efficient in the reduction of the diesize, power consumption, and highly optimized for lower wire/path delayfor higher performance for practical routing applications toparticularly to set up broadcast, unicast and multicast connections. Ingeneral in accordance with the current invention, where N₁ and N₂ of thecomplete multi-stage hierarchical network V_(D-Comb)(N₁,N₂d,s) may bearbitrarily large in size and also the 2D-grid size 800 may also bearbitrarily large in size in terms of both the number of rows and numberof columns.

1) Programmable Integrated Circuit Embodiments:

All the embodiments disclosed in the current invention are useful inprogrammable integrated circuit applications. FIG. 16A2 illustrates thedetailed diagram 1600A2 for the implementation of the diagram 1600A1 inprogrammable integrated circuit embodiments. Each crosspoint isimplemented by a transistor coupled between the corresponding inlet linkand outlet link, and a programmable cell in programmable integratedcircuit embodiments. Specifically crosspoint CP(1,1) is implemented bytransistor C(1,1) coupled between inlet link IL1 and outlet link OL1,and programmable cell P(1,1); crosspoint CP(1,2) is implemented bytransistor C(1,2) coupled between inlet link IL1 and outlet link OL2,and programmable cell P(1,2); crosspoint CP(2,1) is implemented bytransistor C(2,1) coupled between inlet link IL2 and outlet link OL1,and programmable cell P(2,1); and crosspoint CP(2,2) is implemented bytransistor C(2,2) coupled between inlet link IL2 and outlet link OL2,and programmable cell P(2,2).

If the programmable cell is programmed ON, the corresponding transistorcouples the corresponding inlet link and outlet link. If theprogrammable cell is programmed OFF, the corresponding inlet link andoutlet link are not connected. For example if the programmable cellP(1,1) is programmed ON, the corresponding transistor C(1,1) couples thecorresponding inlet link IL1 and outlet link OL1. If the programmablecell P(1,1) is programmed OFF, the corresponding inlet link IL1 andoutlet link OL1 are not connected. In volatile programmable integratedcircuit embodiments the programmable cell may be an SRAM (Static RandomAddress Memory) cell. In non-volatile programmable integrated circuitembodiments the programmable cell may be a Flash memory cell. Also theprogrammable integrated circuit embodiments may implement fieldprogrammable logic arrays (FPGA) devices, or programmable Logic devices(PLD), or Application Specific Integrated Circuits (ASIC) embedded withprogrammable logic circuits or 3D-FPGAs.

FIG. 16A2 also illustrates a buffer B1 on inlet link IL2. The signalsdriven along inlet link IL2 are amplified by buffer B1. Buffer B1 can beinverting or non-inverting buffer. Buffers such as B1 are used toamplify the signal in links which are usually long.

In other embodiments all the d*d switches described in the currentinvention are also implemented using muxes of different sizes controlledby SRAM cells or flash cells etc.

2) One-Time Programmable Integrated Circuit Embodiments:

All the embodiments disclosed in the current invention are useful inone-time programmable integrated circuit applications. FIG. 16A3illustrates the detailed diagram 1600A3 for the implementation of thediagram 1600A1 in one-time programmable integrated circuit embodiments.Each crosspoint is implemented by a via coupled between thecorresponding inlet link and outlet link in one-time programmableintegrated circuit embodiments. Specifically crosspoint CP(1,1) isimplemented by via V(1,1) coupled between inlet link IL1 and outlet linkOL1; crosspoint CP(1,2) is implemented by via V(1,2) coupled betweeninlet link IL1 and outlet link OL2; crosspoint CP(2,1) is implemented byvia V(2,1) coupled between inlet link IL2 and outlet link OL1; andcrosspoint CP(2,2) is implemented by via V(2,2) coupled between inletlink IL2 and outlet link OL2.

If the via is programmed ON, the corresponding inlet link and outletlink are permanently connected which is denoted by thick circle at theintersection of inlet link and outlet link. If the via is programmedOFF, the corresponding inlet link and outlet link are not connectedwhich is denoted by the absence of thick circle at the intersection ofinlet link and outlet link. For example in the diagram 1600A3 the viaV(1,1) is programmed ON, and the corresponding inlet link IL1 and outletlink OL1 are connected as denoted by thick circle at the intersection ofinlet link IL1 and outlet link OL1; the via V(2,2) is programmed ON, andthe corresponding inlet link IL2 and outlet link OL2 are connected asdenoted by thick circle at the intersection of inlet link IL2 and outletlink OL2; the via V(1,2) is programmed OFF, and the corresponding inletlink IL1 and outlet link OL2 are not connected as denoted by the absenceof thick circle at the intersection of inlet link IL1 and outlet linkOL2; the via V(2,1) is programmed OFF, and the corresponding inlet linkIL2 and outlet link OL1 are not connected as denoted by the absence ofthick circle at the intersection of inlet link IL2 and outlet link OL1.One-time programmable integrated circuit embodiments may be anti-fusebased programmable integrated circuit devices or mask programmablestructured ASIC devices.

3) Integrated Circuit Placement and Route Embodiments:

All the embodiments disclosed in the current invention are useful inIntegrated Circuit Placement and Route applications, for example in ASICbackend Placement and Route tools. FIG. 16A4 illustrates the detaileddiagram 1600A4 for the implementation of the diagram 1600A1 inIntegrated Circuit Placement and Route embodiments. In an integratedcircuit since the connections are known a-priori, the switch andcrosspoints are actually virtual. However the concept of virtual switchand virtual crosspoint using the embodiments disclosed in the currentinvention reduces the number of required wires, wire length needed toconnect the inputs and outputs of different netlists and the timerequired by the tool for placement and route of netlists in theintegrated circuit.

Each virtual crosspoint is used to either to hardwire or provide noconnectivity between the corresponding inlet link and outlet link.Specifically crosspoint CP(1,1) is implemented by direct connect pointDCP(1,1) to hardwire (i.e., to permanently connect) inlet link IL1 andoutlet link OL1 which is denoted by the thick circle at the intersectionof inlet link IL1 and outlet link OL1; crosspoint CP(2,2) is implementedby direct connect point DCP(2,2) to hardwire inlet link IL2 and outletlink OL2 which is denoted by the thick circle at the intersection ofinlet link IL2 and outlet link OL2. The diagram 1600A4 does not showdirect connect point DCP(1,2) and direct connect point DCP(1,3) sincethey are not needed and in the hardware implementation they areeliminated. Alternatively inlet link IL1 needs to be connected to outletlink OL1 and inlet link IL1 does not need to be connected to outlet linkOL2. Also inlet link IL2 needs to be connected to outlet link OL2 andinlet link IL2 does not need to be connected to outlet link OL1.Furthermore in the example of the diagram 1600A4, there is no need todrive the signal of inlet link IL1 horizontally beyond outlet link OL1and hence the inlet link IL1 is not even extended horizontally until theoutlet link OL2. Also the absence of direct connect point DCP(2,1)illustrates there is no need to connect inlet link IL2 and outlet linkOL1.

In summary in integrated circuit placement and route tools, the conceptof virtual switches and virtual cross points is used during theimplementation of the placement & routing algorithmically in software,however during the hardware implementation cross points in the crossstate are implemented as hardwired connections between the correspondinginlet link and outlet link, and in the bar state are implemented as noconnection between inlet link and outlet link.

3) More Application Embodiments:

All the embodiments disclosed in the current invention are also usefulin the design of SoC interconnects, Field programmable interconnectchips, parallel computer systems and in time-space-time switches.

Numerous modifications and adaptations of the embodiments,implementations, and examples described herein will be apparent to theskilled artisan in view of the disclosure.

What is claimed is:
 1. A network implemented in a non-transitory mediumcomprising a plurality of subnetworks and a plurality of inlet links anda plurality of outlet links, said plurality of subnetworks arranged in atwo-dimensional grid of rows and columns; and each subnetwork comprisingy stages, where y≥1; and each stage comprising a switch of sized_(i)×d₀, where d_(i)≥2 and d₀≥2 and each switch of size d_(i)×d₀ havingd_(i) incoming links and d₀ outgoing links; and Said inlet links areconnected to one or more of said incoming links of a said switch of asaid stage of a said subnetwork, and said outlet links are connected toone of said outgoing links of a said switch of a said stage of a saidsubnetwork; and each subnetwork of the plurality of subnetworks may ormay not be comprising the same number of said inlet links and may or maynot be comprising the same number of said outlet links; each subnetworkof the plurality of subnetworks may or may not be comprising the samenumber of said stages; each stage may or may not be comprising the samenumber of switches; and each switch in each stage may or may not be ofthe same size, each multiplexer in each stage may or may not be of thesame size and Said incoming links and outgoing links in each switch ineach stage of each subnetwork comprising a plurality of forwardconnecting links connected from switches in a stage to switches inanother stage in same said subnetwork or another said subnetwork, andalso comprising a plurality of backward connecting links connected fromswitches in a stage to switches in another stage in same subnetwork oranother said subnetwork; and Said forward connecting links comprisingzero or more straight links connected from a switch in a stage in asubnetwork to a switch in another stage in the same subnetwork and alsocomprising zero or more cross links connected from a switch in a stagein a subnetwork to a switch in the same numbered stage in one or moreother subnetworks, and Said backward connecting links comprising zero ormore straight links connected from a switch in a stage in a subnetworkto a switch in another stage in the same subnetwork; and also comprisingzero or more cross links connected from a switch in a stage in asubnetwork to a switch in the same numbered stage in one or more othersubnetworks.
 2. The network implemented in a non-transitory medium ofclaim 1 wherein said cross links between switches of stages in any twosaid subnetworks are connected as either vertical links only, orhorizontal links only, or both vertical links and horizontal links. 3.The network implemented in a non-transitory medium of claim 2 whereineach subnetwork with its said stages is replicated in either said rowsor said columns of the two-dimensional grid, or each subnetwork withsaid horizontal links and said vertical links connected from and saidhorizontal links and said vertical links connected to is replicated ineither said rows or said columns of the two-dimensional grid, or eachsubnetwork with both its said stages, and said horizontal links and saidvertical links connected from and said horizontal links and saidvertical links connected to is replicated in either said rows or saidcolumns of the two-dimensional grid.
 4. The network implemented in anon-transitory medium of claim 2, wherein said horizontal links betweenswitches in two said stages are substantially of equal length and saidvertical links between switches in two said stages are substantially ofequal length in the entire two-dimensional grid of rows and columns, orsaid horizontal links between switches in two said stages aresubstantially of a hop length h and said vertical links between switchesin two said stages are substantially of a hop length v where h≥0 andv≥0.
 5. The network implemented in a non-transitory medium of claim 1,wherein said incoming cross links and said outgoing cross links areconnected through only one multiplexer at each switch.
 6. The networkimplemented in a non-transitory medium of claim 1, wherein said one ormore cross links are connected between switches in two said stages thatare not same numbered.
 7. The network implemented in a non-transitorymedium of claim 6, wherein said one or more cross links are connectedbetween at least one same numbered stage in all said subnetworks, orsaid one or more cross links are connected between at least one set oftwo not same numbered stages in all said subnetworks.
 8. The networkimplemented in a non-transitory medium of claim 7, wherein said one ormore higher stages in a subnetwork are not connected to any other higherstages in another subnetwork when said number of rows or said number ofcolumns are small in number, or said one or more higher stages in asubnetwork are connected to higher stages in another subnetwork by saidone or more cross links when said number of rows or said number ofcolumns are large in number.
 9. The network implemented in anon-transitory medium of claim 1, wherein said cross links areimplemented in two or more metal layers, or each switch is configurableby an SRAM cell or a Flash Cell or a flip-flop, or said plurality offorward connecting links use a plurality of buffers to amplify signalsdriven through them and said plurality of backward connecting links usea plurality of buffers to amplify signals driven through them; and saidbuffers are either inverting or non-inverting buffers, or some of saidstages in a subnetwork comprising a switch of size (d_(i)+m)×(d_(o)+n),where d_(i)≥2, d_(o)≥2, m≥0, n≥0 and each such switch having d_(i)+mincoming links and d_(o)+n outgoing links, or one or more of said stagesin a said subnetwork comprising six 2:1 multiplexers, or eight 2:1multiplexers, or four 3:1 multiplexers, or four 4:1 multiplexers. 10.The network implemented in a non-transitory medium of claim 1, whereinsaid switches of size d_(i)×d₀ are either fully populated or partiallypopulated, or said plurality of subnetworks are implemented in a singledimension, or said plurality of subnetworks are either implemented inthree or more dimensions or implemented in a 3D integrated circuitdevice.
 11. A network implemented in a non-transitory medium comprisinga plurality of subnetworks and a plurality of inlet links and aplurality of outlet links, said plurality of subnetworks arranged in atwo-dimensional grid of rows and columns; and each subnetwork comprisingy stages, where y≥1; and each stage comprising a switch of sized_(i)×d₀, where d_(i)≥2 and d_(o)≥2 and each switch of size d_(i)×d₀having d_(i) incoming links and d₀ outgoing links; and Said inlet linksare connected to one or more of said incoming links of a said switch ofa said stage of a said subnetwork, and said outlet links are connectedto one of said outgoing links of a said switch of a said stage of a saidsubnetwork; and each subnetwork of the plurality of subnetworks may ormay not be comprising the same number of said inlet links and may or maynot be comprising the same number of said outlet links; each subnetworkof the plurality of subnetworks may or may not be comprising the samenumber of said stages; each stage may or may not be comprising the samenumber of switches; and each switch in each stage may or may not be ofthe same size, each multiplexer in each stage may or may not be of thesame size and Said incoming links comprising zero or more straight linksconnected from a switch in a stage in a subnetwork to a switch inanother stage in the same subnetwork, and also comprising zero or morecross links connected from a switch in a stage in a subnetwork to aswitch in the same numbered stage in one or more other subnetworks, andalso comprising zero or more cross links connected from a switch in astage in a subnetwork to a switch in a different numbered stage in oneor more other subnetworks, and Said outgoing links comprising zero ormore straight links connected from a switch in a stage in a subnetworkto a switch in another stage in the same subnetwork, and also comprisingzero or more cross links connected from a switch in a stage in asubnetwork to a switch in the same numbered stage in one or more othersubnetworks, and also comprising zero or more cross links connected froma switch in a stage in a subnetwork to a switch in a different numberedstage in one or more other subnetworks.
 12. The network implemented in anon-transitory medium of claim 11 wherein said cross links betweenswitches of stages in any two said subnetworks are connected as eithervertical links only, or horizontal links only, or both vertical linksand horizontal links.
 13. The network implemented in a non-transitorymedium of claim 12 wherein each subnetwork with its said stages isreplicated in either said rows or said columns of the two-dimensionalgrid, or each subnetwork with said horizontal links and said verticallinks connected from and said horizontal links and said vertical linksconnected to is replicated in either said rows or said columns of thetwo-dimensional grid, or each subnetwork with both its said stages, andsaid horizontal links and said vertical links connected from and saidhorizontal links and said vertical links connected to is replicated ineither said rows or said columns of the two-dimensional grid.
 14. Thenetwork implemented in a non-transitory medium of claim 12, wherein saidhorizontal links between switches in two said stages are substantiallyof equal length and said vertical links between switches in two saidstages are substantially of equal length in the entire two-dimensionalgrid of rows and columns, or said horizontal links between switches intwo said stages are substantially of a hop length h and said verticallinks between switches in two said stages are substantially of a hoplength v where h≥0 and v≥0.
 15. The network implemented in anon-transitory medium of claim 12, wherein said one or more cross linksare connected between at least one same numbered stage in all saidsubnetworks or said one or more cross links are connected between atleast one set of two not same numbered stages in all said subnetworks.16. The network implemented in a non-transitory medium of claim 15,wherein said one or more higher stages in a subnetwork are not connectedto any other higher stages in another subnetwork when said number ofrows or said number of columns are small in number, or said one or morehigher stages in a subnetwork are connected to higher stages in anothersubnetwork by said one or more cross links when said number of rows orsaid number of columns are large in number.
 17. The network implementedin a non-transitory medium of claim 11, wherein some of said stages in asubnetwork comprising a switch of size (d_(i)+m)×(d_(o)+n), whered_(i)≥2, d_(o)≥2, m≥0, n≥0 and each such switch having d_(i)+m incominglinks and d_(o)+n outgoing links, or one or more of said stages in asaid subnetwork comprising six 2:1 multiplexers, or eight 2:1multiplexers, or four 3:1 multiplexers, or four 4:1 multiplexers. 18.The network implemented in a non-transitory medium of claim 11, whereinsaid switches of size d_(i)×d₀ are either fully populated or partiallypopulated, or said plurality of subnetworks are implemented in a singledimension, or said plurality of subnetworks are either implemented inthree or more dimensions or implemented in a 3D integrated circuitdevice.
 19. The network implemented in a non-transitory medium of claim11, wherein said one or more cross links are connected between at leastone same numbered stage in all said subnetworks, and said same numberedstage may be any stage including the final stage.
 20. The networkimplemented in a non-transitory medium of claim 19, wherein said one ormore higher stages in a subnetwork are not connected to any other higherstages in another subnetwork when said number of rows or said number ofcolumns are small in number, or said one or more higher stages in asubnetwork are connected to higher stages in another subnetwork by saidone or more cross links when said number of rows or said number ofcolumns are large in number.